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Input-specific Attention Subnetworks for Adversarial Detection.
Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh Khapra
Appeared in
Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. (ACL 2022),
pp.31-44, May 2022.
Optimal Matchings with One-Sided Preferences: Fixed and Cost-Based Quotas.
Govind S. Sankar, Santhini K A, Meghana Nasre
Appeared in
21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022 (AAMAS 2022),
pp.696-704, May 2022.
Causal Contextual Bandits with Targeted Interventions.
Chandrasekar Subramanian, Balaraman Ravindran
Appeared in
The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022 (ICLR 2022),
Apr 2022.
Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets.
Depen Morwani, Harish Guruprasad
Appeared in
International Conference on Algorithmic Learning Theory, 29-1 April 2022, Paris, France.,
Proceedings of Machine Learning Research, Vol 167, pp.827-880, Apr 2022.
Slice admission control using overbooking for enhancing provider revenue in 5G Networks.
Shivani Saxena, Krishna Moorthy Sivalingam
Appeared in
2022 IEEE/IFIP Network Operations and Management Symposium, NOMS 2022, Budapest, Hungary, April 25-29, 2022 (NOMS 2022),
pp.1-7, Apr 2022.
Brief Announcement: Cooperative Guarding in Polygons with Holes.
John Augustine, Srikkanth Ramachandran
Appeared in
1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022, March 28-30, 2022, Virtual Conference. (SAND 2022),
LIPIcs, Vol 221, pp.21:1-21:3, Mar 2022.
On Combining Bags to Better Learn from Label Proportions.
Rishi Saket, Aravindan Raghuveer, Balaraman Ravindran
Appeared in
International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. (AISTATS 2022),
Proceedings of Machine Learning Research, Vol 151, pp.5913-5927, Mar 2022.
Introduction to the GLOBECOM 2022 Optical Networks and Systems Symposium Special Issue.