Karthik Abinav Sankararaman
Karthik Abinav Sankararaman
Facebook, University of Maryland, College Park
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
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
51*2016
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
502018
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
48*2020
Adversarial bandits with knapsacks
N Immorlica, KA Sankararaman, R Schapire, A Slivkins
2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS …, 2019
392019
Combinatorial semi-bandits with knapsacks
KA Sankararaman, A Slivkins
International Conference on Artificial Intelligence and Statistics, 1760--1770, 2018
272018
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
252014
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
242018
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
202019
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
182020
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
152020
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
152020
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
92019
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship
A Sankararaman, S Basu, KA Sankararaman
International Conference on Artificial Intelligence and Statistics, 1252-1260, 2021
7*2021
Matching algorithms for blood donation
DC McElfresh, C Kroer, S Pupyrev, E Sodomka, KA Sankararaman, ...
Proceedings of the 21st ACM Conference on Economics and Computation, 463-464, 2020
62020
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
52019
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
42019
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
42019
Bandits with Knapsacks beyond the Worst-Case Analysis
KA Sankararaman, A Slivkins
arXiv preprint arXiv:2002.00253, 2020
3*2020
Stochastic bandits for multi-platform budget optimization in online advertising
V Avadhanula, R Colini Baldeschi, S Leonardi, KA Sankararaman, ...
Proceedings of the Web Conference 2021, 2805-2817, 2021
22021
Beyond Regret for Decentralized Bandits in Matching Markets
S Basu, KA Sankararaman, A Sankararaman
arXiv preprint arXiv:2103.07501, 2021
22021
The system can't perform the operation now. Try again later.
Articles 1–20