Soumya Basu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 36

Top Topics

Multi Armed Bandits

Stochastic Systems

Markov Random Field

Top Venues

Publications

Soumya Basu, Abishek Sankararaman
Double Auctions with Two-sided Bandit Feedback. NeurIPS (2023)
Soumya Basu, Ankit Singh Rawat, Manzil Zaheer
A Statistical Perspective on Retrieval-Based Models. ICML (2023)
Soumya Basu, Abishek Sankararaman
Double Auctions with Two-sided Bandit Feedback. CoRR (2022)
Soumya Basu, Ankit Singh Rawat, Manzil Zaheer
Generalization Properties of Retrieval-based Models. CoRR (2022)
Ashish Katiyar, Soumya Basu, Vatsal Shah, Constantine Caramanis
Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise. AISTATS (2022)
Alexia Atsidakou, Orestis Papadigenopoulos, Soumya Basu, Constantine Caramanis, Sanjay Shakkottai
Combinatorial Blocking Bandits with Stochastic Delays. ICML (2021)
Ashish Katiyar, Soumya Basu, Vatsal Shah, Constantine Caramanis
Robust Estimation of Tree Structured Markov Random Fields. CoRR (2021)
Soumya Basu, Branislav Kveton, Manzil Zaheer, Csaba Szepesvári
No Regrets for Learning the Prior in Bandits. CoRR (2021)
Soumya Basu, Karthik Abinav Sankararaman, Abishek Sankararaman
(T) regret for decentralized bandits in matching markets. ICML (2021)
Soumya Basu, Branislav Kveton, Manzil Zaheer, Csaba Szepesvári
No Regrets for Learning the Prior in Bandits. NeurIPS (2021)
Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship. AISTATS (2021)
Soumya Basu, Karthik Abinav Sankararaman, Abishek Sankararaman
(T) Regret for Decentralized Bandits in Matching Markets. CoRR (2021)
Soumya Basu, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
Contextual Blocking Bandits. AISTATS (2021)
Alexia Atsidakou, Orestis Papadigenopoulos, Soumya Basu, Constantine Caramanis, Sanjay Shakkottai
Combinatorial Blocking Bandits with Stochastic Delays. CoRR (2021)
Yi Zhang, Soumya Basu, Sanjay Shakkottai, Robert W. Heath Jr.
MmWave Codebook Selection in Rapidly-Varying Channels via Multinomial Thompson Sampling. MobiHoc (2021)
Nihal Sharma, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai
Episodic Bandits with Stochastic Experts. CoRR (2021)
Soumya Basu, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
Contextual Blocking Bandits. CoRR (2020)
Vatsal Shah, Soumya Basu, Anastasios Kyrillidis, Sujay Sanghavi
On Generalization of Adaptive Methods for Over-parameterized Linear Regression. CoRR (2020)
Advait Parulekar, Soumya Basu, Aditya Gopalan, Karthikeyan Shanmugam, Sanjay Shakkottai
Stochastic Linear Bandits with Protected Subspace. CoRR (2020)
Jessica Hoffmann, Soumya Basu, Surbhi Goel, Constantine Caramanis
Learning Mixtures of Graphs from Epidemic Cascades. ICML (2020)
Nihal Sharma, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai
Warm Starting Bandits with Side Information from Confounded Data. CoRR (2020)
Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman
Dominate or Delete: Decentralized Competing Bandits with Uniform Valuation. CoRR (2020)
Jessica Hoffmann, Soumya Basu, Surbhi Goel, Constantine Caramanis
Disentangling Mixtures of Epidemics on Graphs. CoRR (2019)
Soumya Basu, Sanjay Shakkottai
Switching Constrained Max-Weight Scheduling for Wireless Networks. INFOCOM (2019)
Soumya Basu, Steven Gutstein, Brent Lance, Sanjay Shakkottai
Pareto Optimal Streaming Unsupervised Classification. ICML (2019)
Soumya Basu, Rajat Sen, Sujay Sanghavi, Sanjay Shakkottai
Blocking Bandits. CoRR (2019)
Soumya Basu, Rajat Sen, Sujay Sanghavi, Sanjay Shakkottai
Blocking Bandits. NeurIPS (2019)
Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman
Adaptive TTL-Based Caching for Content Delivery. IEEE/ACM Trans. Netw. 26 (3) (2018)
Ali Khodabakhsh, Ger Yang, Soumya Basu, Evdokia Nikolova, Michael Caramanis, Thanasis Lianeas, Emmanouil Pountourakis
A Submodular Approach for Electricity Distribution Network Reconfiguration. HICSS (2018)
Soumya Basu, Ger Yang, Thanasis Lianeas, Evdokia Nikolova, Yitao Chen
Reconciling Selfish Routing with Social Good. CoRR (2017)
Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman
Adaptive TTL-Based Caching for Content Delivery. CoRR (2017)
Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman
Adaptive TTL-Based Caching for Content Delivery. SIGMETRICS (Abstracts) (2017)
Ali Khodabakhsh, Ger Yang, Soumya Basu, Evdokia Nikolova, Michael C. Caramanis, Thanasis Lianeas, Emmanouil Pountourakis
A Submodular Approach for Electricity Distribution Network Reconfiguration. CoRR (2017)
Soumya Basu, Ger Yang, Thanasis Lianeas, Evdokia Nikolova, Yitao Chen
Reconciling Selfish Routing with Social Good. SAGT (2017)
Soumya Basu, Thanasis Lianeas, Evdokia Nikolova
New Complexity Results and Algorithms for the Minimum Tollbooth Problem. WINE (2015)
Soumya Basu, Thanasis Lianeas, Evdokia Nikolova
New Complexity Results and Algorithms for the Minimum Tollbooth Problem. CoRR (2015)
Soumya Basu, Maryam Ahmadi, Minming Ni, Jianping Pan
Locating primary users in cognitive radio networks by generalized method of moments. GLOBECOM (2014)