Items where Author is "Varma, Manik"

Article

Roy, Dhrubojyoti ; Srivastava, Sangeeta ; Kusupati, Aditya ; Jain, Pranshu ; Varma, Manik ; Arora, Anish (2021) One Size Does Not Fit All: Multi-scale, Cascaded RNNs for Radar Classification ACM Transactions on Sensor Networks, 17 (2). pp. 1-27. ISSN 1550-4859

Bengio, Samy ; Dembczynski, Krzysztof ; Joachims, Thorsten ; Kloft, Marius ; Varma, Manik (2019) Extreme Classification (Dagstuhl Seminar 18291) Dagstuhl Reports, 8 (7). pp. 62-80.

Varma, Manik (2019) Extreme classification Communications of the ACM, 62 (11). pp. 44-45. ISSN 0001-0782

Conference or Workshop Item

Mittal, Anshul ; Dahiya, Kunal ; Agrawal, Sheshansh ; Saini, Deepak ; Agarwal, Sumeet ; Kar, Purushottam ; Varma, Manik (2021) DECAF: Deep Extreme Classification with Label Features In: WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, March 2021, Phoenix , AZ , USA.

Dahiya, Kunal ; Saini, Deepak ; Mittal, Anshul ; Shaw, Ankush ; Dave, Kushal ; Soni, Akshay ; Jain, Himanshu ; Agarwal, Sumeet ; Varma, Manik (2021) DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents In: WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, March 2021, Phoenix , AZ , USA.

Mittal, Anshul ; Sachdeva, Noveen ; Agrawal, Sheshansh ; Agarwal, Sumeet ; Kar, Purushottam ; Varma, Manik (2021) ECLARE: Extreme Classification with Label Graph Correlations In: WWW '21: Proceedings of the Web Conference 2021, April 2021, Ljubljana Slovenia.

Saini, Deepak ; Jain, Arnav Kumar ; Dave, Kushal ; Jiao, Jian ; Singh, Amit ; Zhang, Ruofei ; Varma, Manik (2021) GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification In: WWW '21: Proceedings of the Web Conference 2021, April 2021.

Prabhu, Yashoteja ; Kusupati, Aditya ; Gupta, Nilesh ; Varma, Manik (2020) Extreme Regression for Dynamic Search Advertising In: WSDM '20: Proceedings of the 13th International Conference on Web Search and Data Mining, January 2020, Phoenix , AZ , USA.

Patil, Shishir G. ; Dennis, Don Kurian ; Pabbaraju, Chirag ; Shaheer, Nadeem ; Simhadri, Harsha Vardhan ; Seshadri, Vivek ; Varma, Manik ; Jain, Prateek (2019) GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users In: UIST '19: Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, October 2019, New Orleans LA USA.

Roy, Dhrubojyoti ; Srivastava, Sangeeta ; Kusupati, Aditya ; Jain, Pranshu ; Varma, Manik ; Arora, Anish (2019) One Size Does Not Fit All In: BuildSys '19: Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, November 2019, New York NY USA.

Jain, Himanshu ; Balasubramanian, Venkatesh ; Chunduri, Bhanu ; Varma, Manik (2019) Slice: Scalable Linear Extreme Classifiers Trained on 100 Million Labels for Related Searches In: WSDM '19: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, January 2019, Melbourne VIC Australia.

Prabhu, Yashoteja ; Kag, Anil ; Gopinath, Shilpa ; Dahiya, Kunal ; Harsola, Shrutendra ; Agrawal, Rahul ; Varma, Manik (2018) Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation In: WSDM '18: Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, February 5–9, 2018, Marina Del Rey, CA, USA.

Prabhu, Yashoteja ; Kag, Anil ; Harsola, Shrutendra ; Agrawal, Rahul ; Varma, Manik (2018) Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising In: WWW '18: Proceedings of the 2018 World Wide Web Conference, April 2018, Geneva Switzerland.

Gupta, C. ; Suggala, A.S. ; Gupta, A. ; Simhadri, H.V. ; Paranjape, B. ; Kumar, A. ; Goyal, S. ; Udupa, M. ; Jain, P. ; Varma, Manik (2017) ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices In: Proceedings of the 34 th International Conference on Machine Learning, 2017, Sydney, Australia.

Kumar, Ashish ; Goyal, Saurabh ; Varma, Manik (2017) Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things In: Proceedings of the 34 th International Conference on Machine Learning, 2017, Sydney, Australia.

Jain, Himanshu ; Prabhu, Yashoteja ; Varma, Manik (2016) Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications In: KDD '16: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2016, San Francisco, CA, USA.

Vasisht, Deepak ; Damianou, Andreas ; Varma, Manik ; Kapoor, Ashish (2014) Active learning for sparse bayesian multilabel classification In: KDD '14: Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, August 2014, New York NY United States.

Prabhu, Yashoteja ; Varma, Manik (2014) FastXML: a fast, accurate and stable tree-classifier for extreme multi-label learning In: KDD '14: Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, August 2014, New York NY United States.

Jain, Vidit ; Varma, Manik (2011) Learning to re-rank: query-dependent image re-ranking using click data In: WWW '11: Proceedings of the 20th international conference on World wide web, March 2011, Hyderabad, India.