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ORCIDSoumya Basu 0001
Person information
- affiliation: Google, CA, USA
- affiliation (former): Uiversity of Texas at Austin, TX, USA
- affiliation (former): IIT Kharagpur, India
Other persons with the same name
- Soumya Basu 0002
![[0000-0002-5912-6324]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5912-6324")
— Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland - Soumya Basu 0003 — Cornell University, Ithaca, NY, USA
- Soumya Basu 0004 — SRM University Tech Park, SRM University, Kattankulathur, Chennai, India
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Journal Articles
- 2024
[j2]Nihal Sharma, Rajat Sen, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai:
Bandits with Stochastic Experts: Constant Regret, Empirical Experts and Episodes. ACM Trans. Model. Perform. Evaluation Comput. Syst. 9(3): 12:1-12:33 (2024)- 2018
- [j1]Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman:
Adaptive TTL-Based Caching for Content Delivery. IEEE/ACM Trans. Netw. 26(3): 1063-1077 (2018)
Conference and Workshop Papers
- 2024
- [c19]Soumya Basu, Ankit Singh Rawat, Manzil Zaheer:
A Statistical Framework for Data-dependent Retrieval-Augmented Models. ICML 2024 - 2023
- [c18]Soumya Basu, Ankit Singh Rawat, Manzil Zaheer:
A Statistical Perspective on Retrieval-Based Models. ICML 2023: 1852-1886 - [c17]Soumya Basu, Abishek Sankararaman:
Double Auctions with Two-sided Bandit Feedback. NeurIPS 2023 - 2022
- [c16]Ashish Katiyar, Soumya Basu, Vatsal Shah, Constantine Caramanis:
Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise. AISTATS 2022: 9356-9399 - 2021
- [c15]Soumya Basu, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai:
Contextual Blocking Bandits. AISTATS 2021: 271-279 - [c14]Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman:
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship. AISTATS 2021: 1252-1260 - [c13]Alexia Atsidakou, Orestis Papadigenopoulos, Soumya Basu, Constantine Caramanis, Sanjay Shakkottai:
Combinatorial Blocking Bandits with Stochastic Delays. ICML 2021: 404-413 - [c12]Soumya Basu, Karthik Abinav Sankararaman, Abishek Sankararaman:
Beyond log2(T) regret for decentralized bandits in matching markets. ICML 2021: 705-715 - [c11]Yi Zhang, Soumya Basu, Sanjay Shakkottai, Robert W. Heath Jr.:
MmWave Codebook Selection in Rapidly-Varying Channels via Multinomial Thompson Sampling. MobiHoc 2021: 151-160 - [c10]Soumya Basu, Branislav Kveton, Manzil Zaheer, Csaba Szepesvári:
No Regrets for Learning the Prior in Bandits. NeurIPS 2021: 28029-28041 - 2020
- [c9]Jessica Hoffmann, Soumya Basu, Surbhi Goel, Constantine Caramanis:
Learning Mixtures of Graphs from Epidemic Cascades. ICML 2020: 4342-4352 - 2019
- [c8]Soumya Basu, Steven Gutstein, Brent Lance, Sanjay Shakkottai:
Pareto Optimal Streaming Unsupervised Classification. ICML 2019: 505-514 - [c7]Soumya Basu, Sanjay Shakkottai:
Switching Constrained Max-Weight Scheduling for Wireless Networks. INFOCOM 2019: 2314-2322 - [c6]Soumya Basu, Rajat Sen, Sujay Sanghavi, Sanjay Shakkottai:
Blocking Bandits. NeurIPS 2019: 4785-4794 - 2018
- [c5]Ali Khodabakhsh, Ger Yang, Soumya Basu, Evdokia Nikolova, Michael Caramanis, Thanasis Lianeas, Emmanouil Pountourakis:
A Submodular Approach for Electricity Distribution Network Reconfiguration. HICSS 2018: 1-10 - 2017
- [c4]Soumya Basu, Ger Yang, Thanasis Lianeas, Evdokia Nikolova, Yitao Chen:
Reconciling Selfish Routing with Social Good. SAGT 2017: 147-159 - [c3]Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman:
Adaptive TTL-Based Caching for Content Delivery. SIGMETRICS (Abstracts) 2017: 45-46 - 2015
- [c2]Soumya Basu, Thanasis Lianeas, Evdokia Nikolova:
New Complexity Results and Algorithms for the Minimum Tollbooth Problem. WINE 2015: 89-103 - 2014
- [c1]Soumya Basu, Maryam Ahmadi, Minming Ni, Jianping Pan:
Locating primary users in cognitive radio networks by generalized method of moments. GLOBECOM 2014: 929-934
Informal and Other Publications
- 2024
- [i19]Soumya Basu, Ankit Singh Rawat, Manzil Zaheer:
A Statistical Framework for Data-dependent Retrieval-Augmented Models. CoRR abs/2408.15399 (2024) - 2022
- [i18]Soumya Basu, Abishek Sankararaman:
Double Auctions with Two-sided Bandit Feedback. CoRR abs/2208.06536 (2022) - [i17]Soumya Basu, Ankit Singh Rawat, Manzil Zaheer:
Generalization Properties of Retrieval-based Models. CoRR abs/2210.02617 (2022) - 2021
- [i16]Ashish Katiyar, Soumya Basu, Vatsal Shah, Constantine Caramanis:
Robust Estimation of Tree Structured Markov Random Fields. CoRR abs/2102.08554 (2021) - [i15]Soumya Basu, Karthik Abinav Sankararaman, Abishek Sankararaman:
Beyond log2(T) Regret for Decentralized Bandits in Matching Markets. CoRR abs/2103.07501 (2021) - [i14]Alexia Atsidakou, Orestis Papadigenopoulos, Soumya Basu, Constantine Caramanis, Sanjay Shakkottai:
Combinatorial Blocking Bandits with Stochastic Delays. CoRR abs/2105.10625 (2021) - [i13]Nihal Sharma, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai:
Episodic Bandits with Stochastic Experts. CoRR abs/2107.03263 (2021) - [i12]Soumya Basu, Branislav Kveton, Manzil Zaheer, Csaba Szepesvári:
No Regrets for Learning the Prior in Bandits. CoRR abs/2107.06196 (2021) - 2020
- [i11]Nihal Sharma, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai:
Warm Starting Bandits with Side Information from Confounded Data. CoRR abs/2002.08405 (2020) - [i10]Soumya Basu, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai:
Contextual Blocking Bandits. CoRR abs/2003.03426 (2020) - [i9]Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman:
Dominate or Delete: Decentralized Competing Bandits with Uniform Valuation. CoRR abs/2006.15166 (2020) - [i8]Advait Parulekar, Soumya Basu, Aditya Gopalan, Karthikeyan Shanmugam, Sanjay Shakkottai:
Stochastic Linear Bandits with Protected Subspace. CoRR abs/2011.01016 (2020) - [i7]Vatsal Shah, Soumya Basu, Anastasios Kyrillidis, Sujay Sanghavi:
On Generalization of Adaptive Methods for Over-parameterized Linear Regression. CoRR abs/2011.14066 (2020) - 2019
- [i6]Jessica Hoffmann, Soumya Basu, Surbhi Goel, Constantine Caramanis:
Disentangling Mixtures of Epidemics on Graphs. CoRR abs/1906.06057 (2019) - [i5]Soumya Basu, Rajat Sen, Sujay Sanghavi, Sanjay Shakkottai:
Blocking Bandits. CoRR abs/1907.11975 (2019) - 2017
- [i4]Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman:
Adaptive TTL-Based Caching for Content Delivery. CoRR abs/1704.04448 (2017) - [i3]Soumya Basu, Ger Yang, Thanasis Lianeas, Evdokia Nikolova, Yitao Chen:
Reconciling Selfish Routing with Social Good. CoRR abs/1707.00208 (2017) - [i2]Ali Khodabakhsh, Ger Yang, Soumya Basu, Evdokia Nikolova, Michael C. Caramanis, Thanasis Lianeas, Emmanouil Pountourakis:
A Submodular Approach for Electricity Distribution Network Reconfiguration. CoRR abs/1711.03517 (2017) - 2015
- [i1]Soumya Basu, Thanasis Lianeas, Evdokia Nikolova:
New Complexity Results and Algorithms for the Minimum Tollbooth Problem. CoRR abs/1509.07260 (2015)
Coauthor Index
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