Soumya Basu
I am an SWE in Google. My research interest lies in theory and practice of Online Learning for enhancing complex systems. I am excited to utilize my expertise in online learning to improve performance across Google's large array of products!
Before joining Google, I obtained my Ph.D. in ECE, UT Austin under the supervision of Prof. Evdokia Nikolova and Prof. Sanjay Shakkottai. I was a member of Wireless Networking and Communication Group (WNCG), UT Austin. Earlier during my undergraduate and Master's studies I have worked under Prof. Goutam Das in IIT Kharagpur.
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A Statistical Framework for Data-dependent Retrieval-Augmented Models
Manzil Zaheer
International Conference on Machine Learning (ICML) (2024)
Generalization Properties of Retrieval-based Models
Manzil Zaheer
International Conference on Machine Learning (ICML) (2023)
Combinatorial Blocking Bandits with Stochastic Delays
Alexia Atsidakou
Constantine Caramanis
Orestis Papadigenopoulas
Sanjay Shakkottai
ICML 2021 (2021)
Contextual Blocking Bandits
Constantine Caramanis
Orestis Papadigenopoulas
Sanjay Shakkottai
International Conference on Artificial Intelligence and Statistics, PMLR (2021)
MmWave Codebook Selection in Rapidly-Varying Channels via Multinomial Thompson Sampling
Robert W. Heath Jr.
Sanjay Shakkottai
Yi Zhang
Proceedings of the Twenty-second International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, ACM (2021)
