Browse by Fellow

Bakshi, Ainesh ; Bhattacharyya, Chiranjib ; Kannan, Ravi ; Woodruff, David P. ; Zhou, Samson (2021) Learning a Latent Simplex in Input-Sparsity Time

Aggarwal, Abhishek ; Vinayak, Vinayak ; Bag, Saientan ; Bhattacharyya, Chiranjib ; Waghmare, Umesh V. ; Maiti, Prabal K. (2020) Predicting the DNA Conductance Using a Deep Feedforward Neural Network Model Journal of Chemical Information and Modeling, 61 (1). pp. 106-114. ISSN 1549-9596

Bhattacharyya, Chiranjib ; Vinay, V. (2020) Suppress, and Not Just Flatten: Strategies for Rapid Suppression of COVID19 Transmission in Small World Communities Journal of the Indian Institute of Science, 100 (4). pp. 849-862. ISSN 0970-4140

Rahbar, Arman ; Panahi, Ashkan ; Bhattacharyya, Chiranjib ; Dubhashi, Devdatt ; Chehreghani, Morteza Haghir (2020) On the Unreasonable Effectiveness of Knowledge Distillation: Analysis in the Kernel Regime

Roybasunia, Sandip ; Das, Anjan ; Mitra, Tapobrata ; Mayur, Nairita ; Biswas, Hirak ; Mukherjee, Anindya ; Bhattacharyya, Chiranjib ; Mandal, Subrata (2018) Role of Magnesium as Analgesic Sparing Adjuvant to Ropivacaine in Thoracic Paravertebral Block for Breast Cancer Surgery: A Prospective, Double-Blinded Randomised Controlled Study JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH, 12 (12). ISSN 2249782X

Mukherjee, Anindya ; Das, Anjan ; Nairita, Mayur ; Bhattacharyya, Chiranjib ; Biswas, Hirak ; Mitra, Tapobrata ; Roybasunia, Sandip ; Mandal, Subrata Kumar (2018) Comparative evaluation of analgesic sparing efficacy between dexmedetomidine and clonidine used as adjuvant to ropivacaine in thoracic paravertebral block for patients undergoing breast cancer surgery: A prospective, randomized, double-blind study Saudi Journal of Anaesthesia, 12 (4). pp. 548-554. ISSN 1658354X

Vashishth, Shikhar ; Yadav, Prateek ; Bhandari, Manik ; Rai, Piyush ; Bhattacharyya, Chiranjib ; Talukdar, Partha (2018) Graph Convolutional Networks based Word Embeddings

Vashishth, Shikhar ; Joshi, Rishabh ; Prayaga, Sai Suman ; Bhattacharyya, Chiranjib ; Talukdar, Partha P. (2018) RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information CoRR, abs/18 .

Mitra, Adway ; Biswas, Soma ; Bhattacharyya, Chiranjib (2017) Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 (3). pp. 430-443. ISSN 0162-8828

Tekumalla, Lavanya Sita ; Rajan, Vaibhav ; Bhattacharyya, Chiranjib (2017) Vine copulas for mixed data : multi-view clustering for mixed data beyond meta-Gaussian dependencies Machine Learning, 106 (9-10). pp. 1331-1357. ISSN 0885-6125

Tholpadi, Goutham ; Bhattacharyya, Chiranjib ; Shevade, Shirish (2017) Corpus-Based Translation Induction in Indian Languages Using Auxiliary Language Corpora from Wikipedia ACM Transactions on Asian and Low-Resource Language Information Processing, 16 (3). pp. 1-25. ISSN 2375-4699

Mukherjee, Sumanta ; Bhattacharyya, Chiranjib ; Chandra, Nagasuma (2016) HLaffy: estimating peptide affinities for Class-1 HLA molecules by learning position-specific pair potentials Bioinformatics, 32 (15). pp. 2297-2305. ISSN 1367-4803

Mitra, Adway ; Biswas, Soma ; Bhattacharyya, Chiranjib (2016) Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 (3). pp. 430-443. ISSN 0162-8828

Kumar, Manoj ; Samui, Pijush ; Naithani, Ajay Kumar (2016) Determination of stability of epimetamorphic rock slope using Minimax Probability Machine Geomatics, Natural Hazards and Risk, 7 (1). pp. 186-193. ISSN 1947-5705

Maji, Sunanda ; Santra, Sankari ; Biswas, Chaitali ; Pal, Suchismita ; Bhattacharyya, Chiranjib ; Bhar, Debasish ; De, Anisha ; Bhar, Sudeshna (2015) Perception of the new post graduate students of anaesthesiology about the speciality - a questionnaire based cross-sectional survey Journal of Society of Anesthesiologists of Nepal, 2 (2). pp. 67-72. ISSN 2362-1281

Bhar (Kundu), Sudeshna ; De, Anisha ; Saha, Anindita ; Bhattacharyya, Chiranjib (2015) Pediatric patient with Bombay blood group: A rare case report Saudi Journal of Anaesthesia, 9 (3). pp. 318-320. ISSN 1658-354X

Murmu, Archana ; Bhar Kundu, Sudeshna ; Pahari, Amita ; De, Anisha ; Adhikari, Dhiman ; Pal, Suchismita ; Bhattacharya, Abhimanyu ; Bhattacharyya, Chiranjib (2015) Effect of ondansetron on the analgesic efficacy of tramadol used for postoperative analgesia: a randomised controlled study Southern African Journal of Anaesthesia and Analgesia, 21 (5). pp. 135-139. ISSN 2220-1181

Govindaraj, Dinesh ; Sankaran, Raman ; Menon, Sreedal ; Bhattacharyya, Chiranjib (2014) Controlled Sparsity Kernel Learning CoRR, abs/14 .

Bansal, Trapit ; Bhattacharyya, Chiranjib ; Kannan, Ravindran (2014) A provable SVD-based algorithm for learning topics in dominant admixture corpus Advances in neural information processing systems .

Jagarlapudi, Saketha Nath ; Ben-Tal, Aharon ; Bhattacharyya, Chiranjib (2013) Robust formulations for clustering-based large-scale classification Optimization and Engineering, 14 (2). pp. 225-250. ISSN 1389-4420

Jethava, Vinay ; Bhattacharyya, Chiranjib ; Dubhashi, Devdatt (2013) Computational Approaches for Reconstruction of Time-Varying Biological Networks from Omics Data Systems Biology . pp. 209-239.

Ben-Tal, Aharon ; Bhadra, Sahely ; Bhattacharyya, Chiranjib ; Nemirovski, Arkadi (2012) Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices The Journal of Machine Learning Research, 13 (10). pp. 2923-2954.

Jethava, Vinay ; Martinsson, Anders ; Bhattacharyya, Chiranjib ; Dubhashi, Devdatt (2012) The Lovász ϑ function, SVMs and finding large dense subgraphs Journal of Machine Learning Research, 2 . ISSN 1533-7928

Jethava, Vinay ; Bhattacharyya, Chiranjib ; Dubhashi, Devdatt ; Vemuri, Goutham N (2011) NETGEM: Network Embedded Temporal GEnerative Model for gene expression data BMC Bioinformatics, 12 (1). ISSN 1471-2105

Dubey, Avinava ; Bhattacharya, Indrajit ; Das, Mrinal ; Faruquie, Tanveer ; Bhattacharyya, Chiranjib (2011) Learning Dirichlet Processes from Partially Observed Groups In: UNSPECIFIED, 11-14 December 2011, Vancouver, BC, Canada.

Aflalo, Jonathan ; Ben-Tal, Aharon ; Bhattacharyya, Chiranjib ; Nath, Jagarlapudi Saketha ; Raman, Sankaran (2011) Variable Sparsity Kernel Learning Journal of Machine Learning Research, 12 (2). pp. 565-592. ISSN 1532-4435

Ben-Tal, Aharon ; Bhadra, Sahely ; Bhattacharyya, Chiranjib ; Saketha Nath, J. (2010) Chance constrained uncertain classification via robust optimization Mathematical Programming, 127 (1). pp. 145-173. ISSN 0025-5610

Kumar, Rahul ; Bhattacharyya, Chiranjib ; Varshneya, Virendra (2010) Discovering Business Process Model from Unstructured Activity Logs In: UNSPECIFIED, 05-10 July 2010, Miami, FL, USA.

Keerthikumar, S. ; Bhadra, S. ; Kandasamy, K. ; Raju, R. ; Ramachandra, Y.L. ; Bhattacharyya, C. ; Imai, K. ; Ohara, O. ; Mohan, S. ; Pandey, A. (2009) Prediction of Candidate Primary Immunodeficiency Disease Genes Using a Support Vector Machine Learning Approach DNA Research, 16 (6). pp. 345-351. ISSN 1340-2838

Pal, R. ; Ray, M. ; Chatterjee, S. ; Hazra, B. ; Bhattacharyya, C. (2009) Influence of clonidine on bilateral cervical plexus block using 0.25 bupivacaine for postoperative analgesia following thyroid surgery Journal of Anaesthesiology Clinical Pharmacology, 25 . pp. 433-435. ISSN 2231-2730

Bhadra, Sahely ; Bhattacharyya, Chiranjib ; Chandra, Nagasuma R ; Mian, I Saira (2009) A linear programming approach for estimating the structure of a sparse linear genetic network from transcript profiling data Algorithms for Molecular Biology, 4 (1). pp. 1-15. ISSN 1748-7188

Dubey, Avinava ; Machchhar, Jinesh ; Bhattacharyya, Chiranjib ; Chakrabarti, Soumen (2009) Conditional Models for Non-smooth Ranking Loss Functions In: UNSPECIFIED, 06-09 December 2009, Miami Beach, FL, USA.

Keerthikumar, S. ; Raju, R. ; Kandasamy, K. ; Hijikata, A. ; Ramabadran, S. ; Balakrishnan, L. ; Ahmed, M. ; Rani, S. ; Selvan, L. D. N. ; Somanathan, D. S. ; Ray, S. ; Bhattacharjee, M. ; Gollapudi, S. ; Ramachandra, Y. L. ; Bhadra, S. ; Bhattacharyya, C. ; Imai, K. ; Nonoyama, S. ; Kanegane, H. ; Miyawaki, T. ; Pandey, A. ; Ohara, O. ; Mohan, S. (2009) RAPID: Resource of Asian Primary Immunodeficiency Diseases Nucleic Acids Research, 37 (Databa). D863-D867. ISSN 0305-1048

Jethava, Vinay ; Suresh, Krishnan ; Bhattacharyya, Chiranjib ; Hariharan, Ramesh (2009) Randomized Algorithms for Large scale SVMs

Kumara, Karthik ; Agrawal, Rahul ; Bhattacharyya, Chiranjib (2008) A large margin approach for writer independent online handwriting classification Pattern Recognition Letters, 29 (7). pp. 933-937. ISSN 01678655

Murty, M. N. ; Rashmin, Babaria ; Bhattacharyya, Chiranjib (2008) Clustering Based on Genetic Algorithms Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 98 . pp. 137-159. ISSN 1860-949X

Bhattacharya, Sourangshu ; Bhattacharyya, Chiranjib ; Chandra, Nagasuma R (2007) Comparison of protein structures by growing neighborhood alignments BMC Bioinformatics, 8 (1). ISSN 1471-2105

Bhattacharya, Sourangshu ; Bhattacharyya, Chiranjib ; Chandra, Nagasuma R (2006) Projections for fast protein structure retrieval BMC Bioinformatics, 7 (S5). pp. 1-13. ISSN 1471-2105

Shivaswamy, Pannagadatta K. ; Bhattacharyya, Chiranjib ; Smola, Alexander J. (2006) Second order cone programming approaches for handling missing and uncertain data Journal of Machine Learning Research . pp. 1283-1314. ISSN 1532-4435

Bhattacharyya, Chiranjib (2004) Second Order Cone Programming Formulations for Feature Selection Journal of Machine Learning Research, 5 . pp. 1417-1433. ISSN 1532-4435

Boora, Niranjan K. ; Bhattacharyya, Chiranjib ; Gopinath, K. (2004) Efficient Algorithms for Intrusion Detection Lecture Notes in Computer Science, 3347 . pp. 346-352. ISSN 0302-9743

Bhattacharyya, C. ; Grate, L.R. ; Jordan, M.I. ; Ghaoui, L. El ; Mian, I.S. (2004) Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data Journal of Computational Biology, 11 (6). pp. 1073-1089. ISSN 1066-5277

Sivaramakrishnan, K. R. ; Bhattacharyya, Chiranjib (2004) Time Series Classification for Online Tamil Handwritten Character Recognition – A Kernel Based Approach Lecture Notes in Computer Science, 3316 . pp. 800-805. ISSN 0302-9743

Bhattacharyya, C. ; Grate, L.R. ; Rizki, A. ; Radisky, D. ; Molina, F.J. ; Jordan, M.I. ; Bissell, M.J. ; Mian, I.S. (2003) Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data Signal Processing, 83 (4). pp. 729-743. ISSN 01651684

Lanckriet, Gert R.G. ; Ghaoui, Laurent El ; Bhattacharyya, Chiranjib ; Jordan, Michael I. (2003) A Robust Minimax Approach to Classification CrossRef Listing of Deleted DOIs, 3 . pp. 555-582. ISSN 0003-6951

Grate, L.R ; Bhattacharyya, C ; Jordan, M.I ; Mian, I.S (2003) Integrated analysis of transcript profiling and protein sequence data Mechanisms of Ageing and Development, 124 (1). pp. 109-114. ISSN 00476374 (In Press)

Bhattacharyya, C. ; Das, Samir ; Banerjee, J. ; Pal, S.P. (2002) Rock melt extrusion at Puruliya, West Bengal Journal of the Geological Society of India, 60 (3). pp. 323-328. ISSN 0016-7622

Bhattacharyya, C. ; Das, Samir ; Banerjee, J ; Pal, SP (2002) Rock melt extrusion at Puruliya, West Bengal (vol 60, pg 325, 2002) Journal of the Geological Society of India, 60 . p. 476. ISSN 0016-7622

Bhattacharyya, C. ; Keerthi, S. S. (2001) Mean Field Methods for a Special Class of Belief Networks Journal of Artificial Intelligence Research, 15 . pp. 91-114.

Keerthi, S. S. ; Shevade, S. K. ; Bhattacharyya, C. ; Murthy, K. R. K. (2001) Improvements to Platt's SMO Algorithm for SVM Classifier Design Neural Computation, 13 (3). pp. 637-649. ISSN 0899-7667

Shevade, S.K. ; Keerthi, S.S. ; Bhattacharyya, C. ; Murthy, K.R.K. (2000) Improvements to the SMO algorithm for SVM regression IEEE Transactions on Neural Networks, 11 (5). pp. 1188-1193. ISSN 10459227

Bhattacharyya, C ; Keerthi, S Sathiya (2000) Information geometry and Plefka's mean-field theory Journal of Physics A: Mathematical and General, 33 (7). pp. 1307-1312. ISSN 0305-4470

Keerthi, S.S. ; Shevade, S.K. ; Bhattacharyya, C. ; Murthy, K.R.K. (2000) A fast iterative nearest point algorithm for support vector machine classifier design IEEE Transactions on Neural Networks, 11 (1). pp. 124-136. ISSN 10459227

Rozdzinski, E ; Sandros, J ; van der Flier, M ; Young, A ; Spellerberg, B ; Bhattacharyya, C ; Straub, J ; Musso, G ; Putney, S ; Starzyk, R (1995) Inhibition of leukocyte-endothelial cell interactions and inflammation by peptides from a bacterial adhesin which mimic coagulation factor X. Journal of Clinical Investigation, 95 (3). pp. 1078-1085. ISSN 0021-9738

Bera, P. K. ; Das, U. ; Bhattacharyya, C. ; Talukdar, B. (1992) On integral representations of the Coulomb functions Journal of Mathematical Physics, 33 (4). pp. 1403-1407. ISSN 0022-2488

Saha, A. K. ; Bhattacharyya, C. ; Lakshmipathy, S. (1974) Some problems of interpreting the correlations between the modal variables in granitic rocks Journal of the International Association for Mathematical Geology, 6 (3). pp. 245-258. ISSN 0020-5958

Bhattacharyya, Chiranjib ; Pannagadatta, K. S. ; Smola, Alexander J. Mathematical Programming for Missing Data