| New algorithms, better bounds, and a novel model for online stochastic matching B Brubach, KA Sankararaman, A Srinivasan, P Xu 24th Annual European Symposium on Algorithms (ESA 2016), 2016 | 41* | 2016 |
| The impact of neural network overparameterization on gradient confusion and stochastic gradient descent KA Sankararaman, S De, Z Xu, WR Huang, T Goldstein Thirty-seventh International Conference on Machine Learning (ICML), 2020 | 35* | 2020 |
| Allocation problems in ride-sharing platforms: Online matching with offline reusable resources JP Dickerson, KA Sankararaman, A Srinivasan, P Xu Proc. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018 | 34 | 2018 |
| Adversarial bandits with knapsacks N Immorlica, KA Sankararaman, R Schapire, A Slivkins 2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS …, 2019 | 25 | 2019 |
| Ensuring privacy in location-based services: An approach based on opacity enforcement YC Wu, KA Sankararaman, S Lafortune IFAC Proceedings Volumes 47 (2), 33-38, 2014 | 22 | 2014 |
| Combinatorial semi-bandits with knapsacks KA Sankararaman, A Slivkins International Conference on Artificial Intelligence and Statistics, 1760--1770, 2018 | 20 | 2018 |
| Assigning tasks to workers based on historical data: Online task assignment with two-sided arrivals JP Dickerson, KA Sankararaman, A Srinivasan, P Xu International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2018 | 17 | 2018 |
| Attenuate locally, win globally: Attenuation-based frameworks for online stochastic matching with timeouts B Brubach, KA Sankararaman, A Srinivasan, P Xu Algorithmica 82 (1), 64-87, 2020 | 14 | 2020 |
| Balancing relevance and diversity in online bipartite matching via submodularity JP Dickerson, KA Sankararaman, A Srinivasan, P Xu Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1877-1884, 2019 | 13 | 2019 |
| Balancing the tradeoff between profit and fairness in rideshare platforms during high-demand hours V Nanda, P Xu, KA Sankararaman, J Dickerson, A Srinivasan Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 2210-2217, 2020 | 7 | 2020 |
| Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours V Nanda, P Xu, KA Sankararaman, JP Dickerson, A Srinivasan Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2020 | 7 | 2020 |
| Algorithms to approximate column-sparse packing problems B Brubach, KA Sankararaman, A Srinivasan, P Xu ACM Transactions on Algorithms (TALG) 16 (1), 1-32, 2019 | 5 | 2019 |
| Online resource allocation with matching constraints J Dickerson, K Sankararaman, K Sarpatwar, A Srinivasan, KL Wu, P Xu International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2019 | 4 | 2019 |
| Bandits with Knapsacks beyond the Worst-Case Analysis KA Sankararaman, A Slivkins arXiv preprint arXiv:2002.00253, 2020 | 3* | 2020 |
| Dominate or Delete: Decentralized Competing Bandits with Uniform Valuation A Sankararaman, S Basu, KA Sankararaman arXiv preprint arXiv:2006.15166, 2020 | 2 | 2020 |
| Mix and match: Markov chains and mixing times for matching in rideshare M Curry, JP Dickerson, KA Sankararaman, A Srinivasan, Y Wan, P Xu International Conference on Web and Internet Economics, 129-141, 2019 | 2 | 2019 |
| A Unified Approach to Online Matching with Conflict-Aware Constraints P Xu, Y Shi, H Cheng, J Dickerson, KA Sankararaman, A Srinivasan, ... Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2221-2228, 2019 | 2 | 2019 |
| Stability of linear structural equation models of causal inference KA Sankararaman, A Louis, N Goyal Uncertainty in Artificial Intelligence, 323-333, 2019 | 2 | 2019 |
| Robust Identifiability in Linear Structural Equation Models of Causal Inference KA Sankararaman, A Louis, N Goyal arXiv preprint arXiv:2007.06869, 2020 | 1 | 2020 |
| Sequential Decision Making with Limited Resources KA Sankararaman University of Maryland, College Park, 2019 | 1 | 2019 |
Aravind SrinivasanProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
