Items where Subject is "Q Science > QA Mathematics > QA75 Electronic computers. Computer science"

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Abdulla, Mohammed Shahid ; Bhatnagar, Shalabh (2007) Network flow-control using asynchronous stochastic approximation In: 46th IEEE Conference on Decision and Control, 12-14 Dec. 2007, New Orleans, LA, USA.

Abdulla, Mohammed Shahid ; Bhatnagar, Shalabh (2007) Parametrized Actor-Critic Algorithms for Finite-Horizon MDPs In: American Control Conference, 9-13 July 2007, New York, NY, USA.

Abdulla, Mohammed Shahid ; Bhatnagar, Shalabh (2007) Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes Discrete Event Dynamic Systems, 17 (1). pp. 23-52. ISSN 0924-6703

Abdulla, Mohammed Shahid ; Bhatnagar, Shalabh (2007) Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes Discrete Event Dynamic Systems, 17 (1). pp. 23-52. ISSN 0924-6703

Abdulla, Mohammed Shahid ; Bhatnagar, Shalabh (2005) Solution of Mdps Using Simulation-Based Value Iteration In: Second IFIP Conference on Artificial Intelligence Applications and Innovations, 2005, Beijing, China.

Abdulla, Mohammed Shahid ; Bhatnagar, Shalabh (2007) Solving MDPs using Two-timescale Simulated Annealing with Multiplicative Weights In: American Control Conference, 9-13 July 2007, New York, NY, USA.

Agrawal, M. ; Allender, E. ; Impagliazzo, R. ; Pitassi, T. ; Rudich, S. (2001) Reducing the complexity of reductions Computational Complexity, 10 (2). pp. 117-138. ISSN 1016-3328

Agrawal, M. ; Arvind, V. (1996) Geometric sets of low information content Theoretical Computer Science, 158 (1-2). pp. 193-219. ISSN 0304-3975

Agrawal, M. ; Arvind, V. (1996) Quasi-linear truth-table reductions to p-selective sets Theoretical Computer Science, 158 (1-2). pp. 361-370. ISSN 0304-3975

Agrawal, Manindra (1991) NP-hard sets and creativeness over constant time languages Lecture Notes in Computer Science, 560 . pp. 224-241. ISSN 0302-9743

Agrawal, Manindra (2006) Primality tests based on Fermat's Little theorem Lecture Notes in Computer Science, 4308 . pp. 288-293. ISSN 0302-9743

Agrawal, Manindra ; Thierauf, Thomas (2000) The formula isomorphism problem SIAM Journal on Computing, 30 (3). pp. 990-1009. ISSN 0097-5397

Agrawal, M. ; Biswas, S. (1996) NP-creative sets: a new class of creative sets in NP Theory of Computing Systems, 29 (5). pp. 487-505. ISSN 1432-4350

Agrawal, M. ; Thierauf, T. (2001) The satisfiability problem for probabilistic ordered branching programs Theory of Computing Systems, 34 (5). pp. 471-487. ISSN 1432-4350

Agrawal, Manindra (1997) DSPACE(n)=² NSPACE(n): a degree theoretic characterization Journal of Computer and System Sciences, 54 (3). pp. 383-392. ISSN 0022-0000

Agrawal, Manindra (2002) For completeness, sublogarithmic space is no space Information Processing Letters, 82 (6). pp. 321-325. ISSN 0020-0190

Agrawal, Manindra (1996) On the isomorphism conjecture for weak reducibilities Journal of Computer and System Sciences, 53 (2). pp. 267-282. ISSN 0022-0000

Agrawal, Manindra ; Allender, Eric ; Datta, Samir (2000) On TC⁰, AC⁰, and arithmetic circuits Journal of Computer and System Sciences, 60 (2). pp. 395-421. ISSN 0022-0000

Agrawal, Manindra ; Allender, Eric ; Rudich, Steven (1998) Reductions in circuit complexity: an isomorphism theorem and a gap theorem Journal of Computer and System Sciences, 57 (2). pp. 127-143. ISSN 0022-0000

Agrawal, Manindra ; Biswas, Somenath (1996) Polynomial-time isomorphism of 1-L-complete sets Journal of Computer and System Sciences, 53 (2). pp. 155-160. ISSN 0022-0000

Anand, K. C. ; Shyamasundar, R. K. (2000) Formal verification of activity based specification of protocols Journal of Parallel and Distributed Computing, 60 (5). pp. 639-676. ISSN 0743-7315

Ananthapadmanabha, T. ; Yegnanarayana, B. (1979) Epoch extraction from linear prediction residual for identification of closed glottis interval IEEE Transactions on Acoustics, Speech & Signal Processing, 27 (4). pp. 309-319. ISSN 0096-3518

Ananthapadmanabha, T. ; Yegnanarayana, B. (1975) Epoch extraction of voiced speech IEEE Transactions on Acoustics, Speech & Signal Processing, 23 (6). pp. 562-570. ISSN 0096-3518

Ananthapadmanabharao, Prashanth Lakshmanra ; Horabailu, Laxminarayana Prasad ; Desai, Nirmit ; Bhatnagar, Shalabh (2013) Mechanisms for hostile agents with capacity constraints In: Proceedings of Twelfth International Conference on Autonomous Agents and Multiagent Systems (AAMAS2013), May 6-10, Saint Paul, Minnesota.

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B. N., Ranganath ; Bhatnagar, Shalabh (2016) Scalable focussed entity resolution In: International Joint Conference on Neural Networks (IJCNN), 24-29 July 2016, Vancouver, BC, Canada.

Bharadwaj, D. Raghuram ; Reddy, D. Sai Koti ; Bhatnagar, Shalabh ; Narayanam, Krishnasuri (2018) A unified decision making framework for supply and demand management in microgrid networks In: IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 29-31 Oct. 2018, Aalborg, Denmark.

Bhatnagar, S. ; Fernandez-Gaucherand, E. ; Fu, M.C. ; He, Ying ; Marcus, S.I. (1999) A Markov decision process model for capacity expansion and allocation In: 38th IEEE Conference on Decision and Control (Cat. No.99CH36304), 7-10 Dec. 1999, Phoenix, AZ, USA.

Bhatnagar, S. ; Fu, M.C. ; Marcus, S.I. ; Fard, P.J. (2001) Optimal structured feedback policies for ABR flow control using two-timescale SPSA IEEE/ACM Transactions on Networking, 9 (4). pp. 479-491. ISSN 1063-6692

Bhatnagar, S. ; Kumar, S. (2004) A Simultaneous Perturbation Stochastic Approximation-Based Actor–Critic Algorithm for Markov Decision Processes IEEE Transactions on Automatic Control, 49 (4). pp. 592-598. ISSN 0018-9286

Bhatnagar, S. ; Kumar, S. (2005) A reinforcement learning based algorithm for markov decision processes In: International Conference on Intelligent Sensing and Information Processing, 4-7 Jan. 2005, Chennai, India.

Bhatnagar, S. ; Sharma, V. (1998) Optimal control of a feedback queue via stochastic approximation In: IEEE GLOBECOM 1998 (Cat. NO. 98CH36250), 8-12 Nov. 1998, Sydney, NSW, Australia.

Bhatnagar, Shalabh (2007) Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization ACM Transactions on Modeling and Computer Simulation, 18 (1). pp. 1-35. ISSN 1049-3301

Bhatnagar, Shalabh (2005) Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization ACM Transactions on Modeling and Computer Simulation, 15 (1). pp. 74-107. ISSN 1049-3301

Bhatnagar, Shalabh (2011) The Borkar–Meyn theorem for asynchronous stochastic approximations Systems & Control Letters, 60 (7). pp. 472-478. ISSN 0167-6911

Bhatnagar, Shalabh (2010) An actor–critic algorithm with function approximation for discounted cost constrained Markov decision processes Systems & Control Letters, 59 (12). pp. 760-766. ISSN 0167-6911

Bhatnagar, Shalabh ; Abdulla, Mohammed Shahid (2008) Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes Simulation, 84 (12). pp. 577-600. ISSN 0037-5497

Bhatnagar, Shalabh ; Abdulla, Mohammed Shahid (2008) Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes Simulation, 84 (12). pp. 577-600. ISSN 0037-5497

Bhatnagar, Shalabh ; Babu, K. Mohan (2008) New algorithms of the Q-learning type Automatica, 44 (4). pp. 1111-1119. ISSN 0005-1098

Bhatnagar, Shalabh ; Borkar, Vivek S. (1995) A Convex Analytic Framework for Ergodic Control of Semi-Markov Processes Mathematics of Operations Research, 20 (4). pp. 923-936. ISSN 0364-765X

Bhatnagar, Shalabh ; Borkar, Vivek S. (2003) Multiscale Chaotic SPSA and Smoothed Functional Algorithms for Simulation Optimization Simulation, 79 (10). pp. 568-580. ISSN 0037-5497

Bhatnagar, Shalabh ; Borkar, Vivek S. (1997) Multiscale Stochastic Approximation for Parametric Optimization of Hidden Markov Models Probability in the Engineering and Informational Sciences, 11 (4). pp. 509-522. ISSN 0269-9648

Bhatnagar, Shalabh ; Borkar, Vivek S. (1998) A two Timescale Stochastic Approximation Scheme for Simulation-Based Parametric Optimization Probability in the Engineering and Informational Sciences, 12 (4). pp. 519-531. ISSN 0269-9648

Bhatnagar, Shalabh ; FU, Michael C. ; Marcus, Steven I. ; Bhatnagar, Shashank (2001) Two-timescale algorithms for simulation optimization of hidden Markov models IIE Transactions, 33 (3). pp. 245-258. ISSN 0740-817X

Bhatnagar, Shalabh ; Fu, Michael C. ; Marcus, Steven I. ; Wang, I-Jeng (2003) Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences ACM Transactions on Modeling and Computer Simulation, 13 (2). pp. 180-209. ISSN 1049-3301

Bhatnagar, Shalabh ; Hemachandra, N. ; Mishra, Vivek Kumar (2011) Stochastic approximation algorithms for constrained optimization via simulation ACM Transactions on Modeling and Computer Simulation, 21 (3). pp. 1-22. ISSN 1049-3301

Bhatnagar, Shalabh ; Karmeshu, . (2011) Monte-Carlo estimation of time-dependent statistical characteristics of random dynamical systems Applied Mathematical Modelling, 35 (6). pp. 3063-3079. ISSN 0307-904X

Bhatnagar, Shalabh ; Karmeshu, . ; Mishra, Vivek Kumar (2009) Optimal parameter trajectory estimation in parameterized SDEs ACM Transactions on Modeling and Computer Simulation, 19 (2). pp. 1-27. ISSN 1049-3301

Bhatnagar, Shalabh ; Kowshik, Hemant J. (2005) A Discrete Parameter Stochastic Approximation Algorithm for Simulation Optimization Simulation, 81 (11). pp. 757-772. ISSN 0037-5497

Bhatnagar, Shalabh ; Lakshmanan, K. (2012) An Online Actor–Critic Algorithm with Function Approximation for Constrained Markov Decision Processes Journal of Optimization Theory and Applications, 153 (3). pp. 688-708. ISSN 0022-3239

Bhatnagar, Shalabh ; Mishra, Vivek Kumar ; Hemachandra, Nandyala (2011) Stochastic Algorithms for Discrete Parameter Simulation Optimization IEEE Transactions on Automation Science and Engineering, 8 (4). pp. 780-793. ISSN 1545-5955

Bhatnagar, Shalabh ; Panigrahi, J. Ranjan (2006) Actor-critic algorithms for hierarchical Markov decision processes Automatica, 42 (4). pp. 637-644. ISSN 0005-1098

Bhatnagar, Shalabh ; Patro, Rajesh (2009) A proof of convergence of the B-RED and P-RED algorithms for random early detection IEEE Communications Letters, 13 (10). pp. 809-811. ISSN 1089-7798

Bhatnagar, Shalabh ; Precup, Doina ; Silver, David ; Sutton, Richard S. ; Maei, Hamid ; Szepesvári, Csaba (2009) Convergent Temporal-difference Learning With Arbitrary Smooth Function Approximation In: NIPS'09: Proceedings of the 22nd International Conference on Neural Information Processing Systems, December 2009.

Bhatnagar, Shalabh ; Sutton, Richard S. ; Ghavamzadeh, Mohammad ; Lee, Mark (2009) Natural actor–critic algorithms Automatica, 45 (11). pp. 2471-2482. ISSN 0005-1098

Bhatnagar, Shalabh ; Sutton, Richard S. ; Ghavamzadeh, Mohammad ; Lee, Mark (2009) Natural actor–critic algorithms Automatica, 45 (11). pp. 2471-2482. ISSN 0005-1098

Bhatnagar, Shashank ; Marcus, Steven I. ; Fu, Michael C. ; Bhatnagar, Shalabh (2000) Randomized Difference Two-Timescale Simultaneous Perturbation Stochastic Approximation Algorithms for Simulation Optimization of Hidden Markov Models Technical Report. Defense Technical Information Center.

Bhattacharjee, A. K. ; Dhodapkara, S. D. ; Shyamasundar, R. K. (2001) PERTS: an environment for specification and verification of reactive systems Reliability Engineering & System Safety, 71 (3). pp. 299-310. ISSN 0951-8320

Bhattacharjee, A. K. ; Shyamasundar, R. K. (2009) Activity diagrams: a formal framework to model business processes and code generation Journal of Object Technology, 8 (1). pp. 189-220. ISSN 1660-1769

Bhattacharya, Shounak ; Singla, Abhik ; Abhimanyu, . ; Dholakiya, Dhaivat ; Bhatnagar, Shalabh ; Amrutur, Bharadwaj ; Ghosal, Ashitava ; Kolathaya, Shishir (2019) Learning Active Spine Behaviors for Dynamic and Efficient Locomotion in Quadruped Robots In: 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 14-18 Oct. 2019, New Delhi, India.

Borkar, V. S. ; Dave, M. S. ; Shyamasundar, R. K. (2005) Design and implementation of SeTiA: secure multi auction system I: Auction mechanisms Journal of Intelligent Systems, 14 (1). pp. 45-68. ISSN 0334-1860

Borkar, V. S. ; Dave, M. S. ; Shyamasundar, R. K. (2005) Design and implementation of SeTiA: secure multi auction system II: Architecture and implementation issues Journal of Intelligent Systems, 14 (1). pp. 69-93. ISSN 0334-1860

Bose, Sujit Kumar (2021) Routing Algorithm in Networks on the Globe Informatica, 45 (2). pp. 273-278. ISSN 0350-5596

Boussinot, F ; Ramesh, S ; Shyamasundar, R. K. ; Simone, R. De. (1996) Validation and analysis of the future bus arbitration protocol: a case study Sadhana (Academy Proceedings in Engineering Sciences), 21 (2). pp. 185-211. ISSN 0256-2499

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Cao, Xi-Ren ; Ren, Zhiyuan ; Bhatnagar, Shalabh ; Fu, Michael ; Marcus, Steven (2002) A time aggregation approach to Markov decision processes Automatica, 38 (6). pp. 929-943. ISSN 0005-1098

Chakraborty, Anshuk ; Bhatnagar, Shalabh (2010) Optimized Policies for the Retransmission Probabilities in Slotted Aloha Simulation, 86 (4). pp. 247-261. ISSN 0037-5497

Chandramouli, K. ; Prabuchandran, K.J. ; Sai Koti Reddy, D. ; Bhatnagar, Shalabh (2018) Generalized Deterministic Perturbations For Stochastic Gradient Search In: IEEE Conference on Decision and Control (CDC), 17-19 Dec. 2018, Miami, FL, USA.

Chaturvedi, Vijay Prakash ; Rakesh, V. ; Bhatnagar, Shalabh (2007) An Efficient and Optimized Bluetooth Scheduling Algorithm for Piconets In: International Conference on Distributed Computing and Internet Technology, December 17-20, 2007, Bangalore, India.

Childers, D. G. ; Wu, Ke ; Hicks, D. M. ; Yegnanarayana, B. (1989) Voice conversion Speech Communication, 8 (2). pp. 147-158. ISSN 0167-6393

Chinthalapati, V. L. Raju ; Bhatnagar, S. (2006) A Simultaneous Deterministic Perturbation Actor-Critic Algorithm with an Application to Optimal Mortgage Refinancing In: 45th IEEE Conference on Decision and Control, 13-15 Dec. 2006, San Diego, CA, USA.

Cuntoor, N. P. ; Yegnanarayana, B. ; Chellappa, R. (2008) Activity modeling using event probability sequences IEEE Transactions on Image Processing, 17 (4). pp. 594-607. ISSN 1057-7149

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Desai, S. ; Black, A. W. ; Yegnanarayana, B. ; Prahallad, K. (2010) Spectral mapping using artificial neural networks for voice conversion IEEE Transactions on Audio, Speech and Language Processing, 18 (5). pp. 954-964. ISSN 1558-7916

Devaraj, D. ; Yegnanarayana, B. (2005) Genetic-algorithm-based optimal power flow for security enhancement IEE Proceedings - Generation, Transmission and Distribution, 152 (6). pp. 899-905. ISSN 1350-2360

Devaraj, D. ; Yegnanarayana, B. ; Ramar, K. (2002) Radial basis function networks for fast contingency ranking International Journal of Electrical Power & Energy Systems, 24 (5). pp. 387-393. ISSN 0142-0615

Dhananjaya, N. ; Yegnanarayana, B. (2010) Voiced/nonvoiced detection based on robustness of voiced epochs IEEE Signal Processing Letters, 17 (3). pp. 273-276. ISSN 1070-9908

Dhananjaya, N. ; Yegnanarayana, B. (2008) Speaker change detection in casual conversations using excitation source features Speech Communication, 50 (2). pp. 153-161. ISSN 0167-6393

Dholakiya, Dhaivat ; Bhattacharya, Shounak ; Gunalan, Ajay ; Singla, Abhik ; Bhatnagar, Shalabh ; Amrutur, Bharadwaj ; Ghosal, Ashitava ; Kolathaya, Shishir (2019) Design, Development and Experimental Realization of A Quadrupedal Research Platform: Stoch In: 5th International Conference on Control, Automation and Robotics (ICCAR), 19-22 April 2019, Beijing, China.

Diddigi, Raghuram Bharadwaj ; Reddy, D. Sai Koti ; K.J., Prabuchandran ; Bhatnagar, Shalabh (2019) Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning In: 18th International Conference on Autonomous Agents and Multiagent Systems, May 2019, Montreal, QC, Canada.

Dukkipati, A. ; Murty, M.N. ; Bhatnagar, S. (2005) Information theoretic justification of Boltzmann selection and its generalization to Tsallis case In: IEEE Congress on Evolutionary Computation, 2-5 Sept. 2005, Edinburgh, UK.

Dukkipati, A. ; Murty, M.N. ; Bhatnagar, S. (2003) Quotient evolutionary space: abstraction of evolutionary process w.r.t. macroscopic properties In: Congress on Evolutionary Computation, 2003. CEC '03., 8-12 Dec. 2003, Canberra, ACT, Australia.

Dukkipati, A. ; Narasimha Murty, M. ; Bhatnagar, S. (2004) Cauchy annealing schedule: an annealing schedule for Boltzmann selection scheme in evolutionary algorithms In: 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753), 19-23 June 2004, Portland, OR, USA.

Dukkipati, Ambedkar ; Bhatnagar, Shalabh ; Murty, M. Narasimha (2007) On measure-theoretic aspects of nonextensive entropy functionals and corresponding maximum entropy prescriptions Physica A: Statistical Mechanics and its Applications, 384 (2). pp. 758-774. ISSN 0378-4371

Dukkipati, Ambedkar ; Bhatnagar, Shalabh ; Narasimha Murty, M. (2007) Gelfand–Yaglom–Perez theorem for generalized relative entropy functionals Information Sciences, 177 (24). pp. 5707-5714. ISSN 0020-0255

Dukkipati, Ambedkar ; Murty, M. Narasimha ; Bhatnagar, Shalabh (2006) Nonextensive triangle equality and other properties of Tsallis relative-entropy minimization Physica A: Statistical Mechanics and its Applications, 361 (1). pp. 124-138. ISSN 0378-4371

Dukkipati, Ambedkar ; Murty, M. Narasimha ; Bhatnagar, Shalabh (2005) Properties of Kullback-Leibler cross-entropy minimization in nonextensive framework In: International Symposium on Information Theory, 2005. ISIT 2005., 4-9 Sept. 2005, Adelaide, SA, Australia.

d'Alessandro, C. ; Darsinos, V. ; Yegnanarayana, B. (1998) Effectiveness of a periodic and aperiodic decomposition method for analysis of voice sources IEEE Transactions on Speech and Audio Processing, 6 (1). pp. 12-23. ISSN 1063-6676

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Eswar, P. ; Chandra Sekhar, C. ; Yegnanarayana, B. (1992) Use of fuzzy mathematical concepts in character spotting for automatic recognition of continuous speech in Hindi Fuzzy Sets and Systems, 46 (1). pp. 1-9. ISSN 0165-0114

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Ghoshdastidar, Debarghya ; Dukkipati, Ambedkar ; Bhatnagar, Shalabh (2012) q-Gaussian based Smoothed Functional algorithms for stochastic optimization In: IEEE International Symposium on Information Theory Proceedings, 1-6 July 2012, Cambridge, MA, USA.

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H.L., Prasad ; L.A., Prashanth ; Bhatnagar, Shalabh (2015) Two-timescale Algorithms For Learning Nash Equilibria In General-sum Stochastic Games In: Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), May 4-8, 2015, Istanbul, Turkey.

He, Ying ; Bhatnagar, Shalabh ; Fu, Michael C. ; Marcus, Steven I. (2000) Approximate Policy Iteration for Semiconductor Fab-Level Decision Making - a Case Study Institute for Systems Research Technical Reports .

Hehner, Eric. C. R. ; Shyamasundar, R. K. (1981) An implementation of P and V Information Processing Letters, 12 (4). pp. 196-198. ISSN 0020-0190

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Jagadish, N. ; Kumar, J. M. ; Patnaik, L. M. (1989) An efficient scheme for interprocessor communication using dual-ported RAMs Micro, IEEE, 9 (5). 10 - 19. ISSN 0272-1732

John, Indu ; Bhatnagar, Shalabh (2019) Efficient Budget Allocation and Task Assignment in Crowdsourcing In: CoDS-COMAD '19: Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, Jan 3-5, 2019, Kolkata, India.

Joseph, Ajin George ; Bhatnagar, Shalabh (2019) An Adaptive Sampling Algorithm for Policy Evaluation In: Fifth Indian Control Conference (ICC), 9-11 Jan. 2019, New Delhi, India.

Joseph, Ajin George ; Bhatnagar, Shalabh (2019) An Adaptive and Incremental Approach to Quantile Estimation In: IEEE 58th Conference on Decision and Control (CDC), 11-13 Dec. 2019, Nice, France.

Joseph, Ajin George ; Bhatnagar, Shalabh (2017) Bounds for off-policy prediction in reinforcement learning In: International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, AK.

Joseph, Ajin George ; Bhatnagar, Shalabh (2019) An Incremental Algorithm for Estimating Extreme Quantiles In: Sixth Indian Control Conference (ICC), 18-20 Dec. 2019, Hyderabad, India.

Joseph, Ajin George ; Bhatnagar, Shalabh (2015) A Stochastic Approximation Algorithm for Quantile Estimation In: Proceedings of 22nd International Conference on Neural Information Processing (ICONIP), Nov.9-12, 2015, Istanbul, Turkey.

Joseph, Ajin George ; Bhatnagar, Shalabh (2019) Stochastic Approximation Trackers for Model-Based Search In: 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 24-27 Sept. 2019, Monticello, IL, USA.

Joseph, Ajin George ; Bhatnagar, Shalabh (2018) An incremental off-policy search in a model-free Markov decision process using a single sample path Machine Learning, 107 (6). pp. 969-1011. ISSN 0885-6125

Joseph, Ajin George ; Bhatnagar, Shalabh (2017) A model based search method for prediction in model-free Markov decision process In: International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, AK.

Joseph, Ajin George ; Bhatnagar, Shalabh (2018) An online prediction algorithm for reinforcement learning with linear function approximation using cross entropy method Machine Learning, 107 (8-10). pp. 1385-1429. ISSN 0885-6125

Joseph, Ajin George ; Bhatnagar, Shalabh (2016) A randomized algorithm for continuous optimization In: Winter Simulation Conference (WSC), 11-14 Dec. 2016, Washington, DC, USA.

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K.J., Prabuchandran ; A.N, Hemanth Kumar ; Bhatnagar, Shalabh (2014) Multi-agent reinforcement learning for traffic signal control In: 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), 8-11 Oct. 2014, Qingdao, China.

K.J., Prabuchandran ; Bhatnagar, Shalabh ; Borkar, Vivek S. (2014) An actor critic algorithm based on Grassmanian search In: 53rd IEEE Conference on Decision and Control, 15-17 Dec. 2014, Los Angeles, CA, USA.

Kamanchi, Chandramouli ; Diddigi, Raghuram Bharadwaj ; Prabuchandran, K.J. ; Bhatnagar, Shalabh (2019) An Online Sample-Based Method for Mode Estimation Using ODE Analysis of Stochastic Approximation Algorithms IEEE Control Systems Letters, 3 (3). pp. 697-702. ISSN 2475-1456

Kamanchi, Chandramouli ; Diddigi, Raghuram Bharadwaj ; Prabuchandran, K.J. ; Bhatnagar, Shalabh (2019) An Online Sample-Based Method for Mode Estimation Using ODE Analysis of Stochastic Approximation Algorithms In: IEEE Conference on Decision and Control, Dec 11-13, 2019, Nice, France.

Karmeshu, . ; Bhatnagar, Shalabh ; Mishra, Vivek Kumar (2011) An Optimized SDE Model for Slotted Aloha IEEE Transactions on Communications, 59 (6). pp. 1502-1508. ISSN 0090-6778

Kazerouni, Ladan ; Rajan, Basant ; Shyamasundar, R. K. (1996) Mapping linear recurrence equations onto systolic architecture International Journal of High Speed Computing, 8 (3). pp. 229-270. ISSN 0129-0533

Khemka, Ashok ; Shyamasundar, R. K. (1997) An optimal multiprocessor real-time scheduling algorithm Journal of Parallel and Distributed Computing, 43 (1). pp. 37-45. ISSN 0743-7315

Kishore, J. K. ; Patnaik., L. M. ; Mani, V. ; Agrawal, V. K. (2000) Application of genetic programming for multicategory pattern classification IEEE Transactions on Evolutionary Computation, 4 (3). 242 - 258. ISSN 1089-778X

Kolavali, Sudha Rani ; Bhatnagar, Shalabh (2009) Ant Colony Optimization Algorithms for Shortest Path Problems In: Second Workshop on Network Control and Optimization (NET-COOP), September 8-10, 2008, Paris, France.

Koymans, R. ; Shyamasundar, R. K. ; de Roever, W. P. ; Gerth, R. ; ArunKumar, S. (1998) Compositional semantics for real-time distributed computing Information and Computation, 79 (3). pp. 210-256. ISSN 0890-5401

Krishna Mohan, C. ; Yegnanarayana, B. (2010) Classification of sport videos using edge-based features and autoassociative neural network models Signal, Image and Video Processing, 4 (1). pp. 61-73. ISSN 1863-1703

Krishna Rao, M. R. K. ; Kapur, D. ; Shyamasundar, R. K. (1997) Proving termination of GHC programs New Generation Computing, 15 (3). pp. 293-338. ISSN 0288-3635

Krishna Rao, M. R. K. ; Kapur, Deepak ; Shyamasundar, R. K. (1998) Transformational methodology for proving termination of logic programs The Journal of Logic Programming, 34 (1). pp. 1-41. ISSN 0743-1066

Kuich, Werner ; Shyamasundar, R. K. (1976) The structure generating function of some families of languages Information and Control, 32 (1). pp. 85-92. ISSN 0019-9958

Kumar, M. J. ; Patnaik, L. M. (1996) Mapping of artificial neural networks onto message passing systems Systems, Man, and Cybernetics, Part B: Cybernetics, 26 (6). 822 - 835. ISSN 1083-4419

Kundaji, Rohit N. ; Shyamasundar, R. K. (2006) Refinement calculus: A basis for translation validation, debugging and certification Theoretical Computer Science, 354 (1). pp. 153-168. ISSN 0304-3975

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LA, Prashanth ; Bhatnagar, Shalabh (2011) Reinforcement Learning With Function Approximation for Traffic Signal Control IEEE Transactions on Intelligent Transportation Systems, 12 (2). pp. 412-421. ISSN 1524-9050

Lakshmanan, K. ; Bhatnagar, Shalabh (2011) Smoothed Functional and Quasi-Newton Algorithms for Routing in Multi-stage Queueing Network with Constraints In: Proceedings of ICDCIT (Distributed Computing and Internet Technology, Lecture Notes in Computer Science, Feb 9-12, Bhubaneswar, India.

Lakshmanan, K. ; Bhatnagar, Shalabh (2012) A novel Q-learning algorithm with function approximation for constrained Markov decision processes In: 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 1-5 Oct. 2012, Monticello, IL, USA.

Lakshminarayanan, Chandrashekar ; Bhatnagar, Shalabh (2015) A Generalized Reduced Linear Program for Markov Decision Processes In: Proceedings of Association for the Advancement of Artificial Intelligence (AAAI), Jan 25-30, Austin, Texas, USA.

Lakshminarayanan, Chandrashekar ; Dubey, Ayush ; Bhatnagar, Shalabh ; Balamurugan, Chithralekha (2014) A Markov Decision Process Framework For Predictable Job Completion Times On Crowdsourcing Platforms In: Proceedings of HCOMP, Nov. 2-4, 2014, Pittsburgh.

Liu, L. Y. ; Shyamasundar, R. K. (1990) Static analysis of real-time distributed systems IEEE Transactions on Software Engineering, 16 (4). 373 - 388. ISSN 0098-5589

Liu, Leo Y. ; Shyamasundar, R. K. (1990) Exception handling in RT-CDL Computer Languages, 15 (3). pp. 177-192. ISSN 0096-0551

Liu, Leo YuHsiang ; Shyamasundar, R. K. (1994) RT-CDL: A distributed real-time design language and its operational semantics Computer Languages, 20 (1). pp. 1-23. ISSN 0096-0551

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M

Madhu Murthy, K. V. ; Yegnanarayana, B. (1989) Effectiveness of representation of signals through group delay functions Signal Processing, 17 (2). pp. 141-150. ISSN 0165-1684

Madhukumar, A. S. ; Rajendran, S. ; Yegnanarayana, B. (1993) Intonation component of a text-to-speech system for Hindi Computer Speech & Language, 7 (3). pp. 283-301. ISSN 0885-2308

Mahadeva Prasanna, S. R. ; Gupta, Cheedella S. ; Yegnanarayana, B. (2006) Extraction of speaker-specific excitation information from linear prediction residual of speech Speech Communication, 48 (10). pp. 1243-1261. ISSN 0167-6393

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Murali, V. ; Shyamasundar, R. K. (1983) A sentence generator for a compiler for PT, a Pascal subset Software: Practice and Experience, 13 (9). pp. 857-869. ISSN 0038-0644

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Murthy, Hema A. ; Yegnanarayana, B. (1991) Formant extraction from group delay function Speech Communication, 10 (3). pp. 209-221. ISSN 0167-6393

Murthy, Hema A. ; Yegnanarayana, B. (1991) Speech processing using group delay functions Signal Processing, 22 (3). pp. 259-267. ISSN 0165-1684

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Narendranath, M. ; Murthy, Hema A. ; Rajendran, S. ; Yegnanarayana, B. (1995) Transformation of formants for voice conversion using artificial neural networks Speech Communication, 16 (2). pp. 207-216. ISSN 0167-6393

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Prasad, V. S. N. ; Yegnanarayana, B. (2004) Finding axes of symmetry from potential fields IEEE Transactions on Image Processing, 13 (12). pp. 1559-1566. ISSN 1057-7149

Prasad, H.L. ; Bhatnagar, S. (2012) General-sum stochastic games: Verifiability conditions for Nash equilibria Automatica, 48 (11). pp. 2923-2930. ISSN 0005-1098

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Raghu, P. P. ; Poongodi, R. ; Yegnanarayana, B. (1995) A combined neural network approach for texture classification Neural Networks, 8 (6). pp. 975-987. ISSN 0893-6080

Raghu, P. P. ; Yegnanarayana, B. (1997) Multispectral image classification using Gabor filters and stochastic relaxation neural network Neural Networks, 10 (3). pp. 561-572. ISSN 0893-6080

Raghu, P. P. ; Yegnanarayana, B. (1996) Segmentation of Gabor-filtered textures using deterministic relaxation IEEE Transactions on Image Processing, 5 (12). pp. 1625-1636. ISSN 1057-7149

Raghu, P. P. ; Yegnanarayana, B. (1998) Supervised texture classification using a probabilistic neural network and constraint satisfaction model IEEE Transactions on Neural Networks, 9 (3). pp. 516-522. ISSN 1045-9227

Raja, N. ; Shyamasundar, R. K. (2006) Actors as a coordinating model of computation Informatica, 30 (2). pp. 233-244. ISSN 0350-5596

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Raja, N. ; Shyamasundar, R. K. (2006) A closer look at constraints as processes Information Processing Letters, 98 (5). pp. 206-210. ISSN 0020-0190

Rajasethupathya, K. S. ; Shyamasundar, R. K. (1980) Programmed OL-systems Information Sciences, 20 (2). pp. 137-150. ISSN 0020-0255

Rajendran, S. ; Yegnanarayana, B. (1996) Word boundary hypothesization for continuous speech in Hindi based on F₀ patterns Speech Communication, 18 (1). pp. 21-46. ISSN 0167-6393

Ramana Rao, G. V. ; Yegnanarayana, B. (1991) Word boundary hypothesization in Hindi speech Computer Speech & Language, 5 (4). pp. 379-392. ISSN 0885-2308

Ramana Reddy, G. ; Bhatnagar, Shalabh ; Rakesh, V. ; Chaturvedi, Vijay Prakash (2010) An efficient algorithm for scheduling in bluetooth piconets and scatternets Wireless Networks, 16 (7). pp. 1799-1816. ISSN 1022-0038

Ramaseshan, R. ; Yegnanarayana, B. (1993) Image reconstruction from multiple frames of sparse data Multidimensional Systems and Signal Processing, 4 (2). pp. 167-179. ISSN 0923-6082

Ramaswamy, Arunselvan ; Bhatnagar, Shalabh (2019) Stability of Stochastic Approximations With “Controlled Markov” Noise and Temporal Difference Learning IEEE Transactions on Automatic Control, 64 (6). pp. 2614-2620. ISSN 0018-9286

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Rao, K. S. ; Yegnanarayana, B. (2006) Prosody modification using instants of significant excitation IEEE Transactions on Audio, Speech and Language Processing, 14 (3). pp. 972-980. ISSN 1558-7916

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Raykar, V. C. ; Yegnanarayana, B. ; Prasanna, S. R. M. ; Duraiswami, R. (2005) Speaker localization using excitation source information in speech IEEE Transactions on Speech and Audio Processing, 13 (5). pp. 751-761. ISSN 1063-6676

Reddy, G. Ramana ; Bhatnagar, Shalabh (2008) An efficient and optimized bluetooth scheduling algorithm for scatternets In: 2nd International Symposium on Advanced Networks and Telecommunication Systems, 15-17 Dec. 2008, Mumbai, India.

Reza Maei, Hamid ; Szepesv´ari, Csaba ; Bhatnagar, Shalabh ; Sutton, Richard S. (2010) Toward Off-Policy Learning Control with Function Approximation In: Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel.

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Sao, Anil Kumar ; Yegnanarayana, B. ; Vijaya Kumar, B. V. K. (2007) Significance of image representation for face verification Signal, Image and Video Processing, 1 (3). pp. 225-237. ISSN 1863-1703

Sao, Anil Kumar ; Yegnanarayana, B. (2010) On the use of phase of the Fourier transform for face recognition under variations in illumination Signal, Image and Video Processing, 4 (3). pp. 353-358. ISSN 1863-1703

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Sarkar, Manish ; Yegnanarayana, B. ; Khemani, Deepak (1997) A clustering algorithm using an evolutionary programming-based approach Pattern Recognition Letters, 18 (10). pp. 975-986. ISSN 0167-8655

Satyanarayana Murthy, P. ; Yegnanarayana, B. (1999) Robustness of group-delay-based method for extraction of significant instants of excitation from speech signals IEEE Transactions on Speech and Audio Processing, 7 (6). pp. 609-619. ISSN 1063-6676

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Sreenivasa Rao, K. ; Yegnanarayana, B. (2007) Modeling durations of syllables using neural networks Computer Speech & Language, 21 (2). pp. 282-295. ISSN 0885-2308

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Suryadevara, Jagadish ; Chung, Lawrence ; Shyamasundar, R. K. (2008) cmUML - A UML based framework for formal specification of concurrent, reactive systems Journal of Object Technology, 7 (8). pp. 187-207. ISSN 1660-1769

Suryadevara, Jagadish ; Shyamasundar, R. K. (2007) UML-based approach to specify secured, fine-grained concurrent access to shared resources Journal of Object Technology, 6 (1). 107-119,. ISSN 1660-1769

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Vemu, K.R. ; Bhatnagar, S. ; Hemachandra, N. (2007) Link Route Pricing For Enhanced Qos Technical Report. Institute of Electrical and Electronics Engineers, New Orleans, LA, USA.

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Viswanath, P. ; Murty, Narasimha ; Bhatnagar, Shalabh (2005) Overlap pattern synthesis with an efficient nearest neighbor classifier Pattern Recognition, 38 (8). pp. 1187-1195. ISSN 0031-3203

Viswanath, P. ; Narasimha Murty, M. ; Bhatnagar, Shalabh (2004) Fusion of multiple approximate nearest neighbor classifiers for fast and efficient classification Information Fusion, 5 (4). pp. 239-250. ISSN 1566-2535

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Yegnanarayana, B. ; Murthy, P. S. (2000) Enhancement of reverberant speech using LP residual signal IEEE Transactions on Speech and Audio Processing, 8 (3). pp. 267-281. ISSN 1063-6676

Yegnanarayana, B. ; Murty, K. S. R. (2009) Event-based instantaneous fundamental frequency estimation from speech signals IEEE Transactions on Audio, Speech and Language Processing, 17 (4). pp. 614-624. ISSN 1558-7916

Yegnanarayana, B. ; Prasanna, S. R. M. ; Duraiswami, R. ; Zotkin, D. (2005) Processing of reverberant speech for time-delay estimation IEEE Transactions on Speech and Audio Processing, 13 (6). pp. 1110-1118. ISSN 1063-6676

Yegnanarayana, B. ; Prasanna, S. R. M. ; Zachariah, J. M. ; Gupta, C. S. (2005) Combining evidence from source, suprasegmental and spectral features for a fixed-text speaker verification system IEEE Transactions on Speech and Audio Processing, 13 (4). pp. 575-582. ISSN 1063-6676

Yegnanarayana, B. ; Raghunathan, A. (1987) Representation of images through group-delay functions IEEE Transactions on Acoustics, Speech & Signal Processing, 35 (2). pp. 237-240. ISSN 0096-3518

Yegnanarayana, B. ; Saikia, D. ; Krishnan, T. (1984) Significance of group delay functions in signal reconstruction from spectral magnitude or phase IEEE Transactions on Acoustics, Speech & Signal Processing, 32 (3). pp. 610-623. ISSN 0096-3518

Yegnanarayana, B. ; Satyanarayana Murthy, P. (1996) Source-system windowing for speech analysis and synthesis IEEE Transactions on Speech and Audio Processing, 4 (2). pp. 133-137. ISSN 1063-6676

Yegnanarayana, B. ; Sreekanth, J. ; Rangarajan, A. (1985) Waveform estimation using group delay processing IEEE Transactions on Acoustics, Speech & Signal Processing, 33 (4). pp. 832-836. ISSN 0096-3518

Yegnanarayana, B. ; Sreekumar, T. (1984) Signal-dependent matching for isolated word speech recognition systems Signal Processing, 7 (2). pp. 161-173. ISSN 0165-1684

Yegnanarayana, B. ; Swamy, R. K. ; Murty, K. S. R. (2009) Determining mixing parameters from multispeaker data using speech-specific information IEEE Transactions on Audio, Speech and Language Processing, 17 (6). pp. 1196-1207. ISSN 1558-7916

Yegnanarayana, B. ; Veldhuis, R. N. J. (1998) Extraction of vocal-tract system characteristics from speech signals IEEE Transactions on Speech and Audio Processing, 6 (4). pp. 313-327. ISSN 1063-6676

Yegnanarayana, B. ; d'Alessandro, C. ; Darsinos, V. (1998) An iterative algorithm for decomposition of speech signals into periodic and aperiodic components IEEE Transactions on Speech and Audio Processing, 6 (1). pp. 1-11. ISSN 1063-6676

Yegnanarayana, B. (1994) Artificial neural networks for pattern recognition Sadhana (Academy Proceedings in Engineering Sciences), 19 (2). pp. 189-238. ISSN 0256-2499

Yegnanarayana, B. (1996) On timing in time-frequency analysis of speech signals Sadhana (Academy Proceedings in Engineering Sciences), 21 (1). pp. 5-20. ISSN 0256-2499

Yegnanarayana, B. ; Khemani, Deepak ; Sarkar, Manish (1996) Neural networks for contract bridge bidding Sadhana (Academy Proceedings in Engineering Sciences), 21 (3). pp. 395-413. ISSN 0256-2499

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Zhou, Enlu ; Bhatnagar, Shalabh ; Chen, Xi (2014) Simulation optimization via gradient-based stochastic search In: Proceedings of the Winter Simulation Conference 2014, 7-10 Dec. 2014, Savannah, GA, USA.