Soumya Basu

13 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🗃️ Keyword Collector (56) 💎 Century Club (13) 🔥 Unstoppable (7) ⚡ Prolific Year (5)

Conferences

ICML (7) AISTATS (3) NIPS (3)

Top co-authors

Sanjay Shakkottai (4) Constantine Caramanis (4) Abishek Sankararaman (3) Manzil Zaheer (3) Orestis Papadigenopoulos (2) Ankit Singh Rawat (2) Karthik Abinav Sankararaman (2) Csaba Szepesvári (1) Vatsal Shah (1) Steven Gutstein (1)

Keywords

regret bound (4) multi-armed bandit (4) decentralized algorithm (2) online learning (2) ucb algorithm (2) upper confidence bound (2) information retrieval (1) nearest neighbor (1) embedding learning (1) regret minimization (1) empirical risk minimization (1) network inference (1) price discovery (1) stochastic process (1) structure learning (1) pareto optimality (1) thompson sampling (1) tensor decomposition (1) exact recovery (1) bandit feedback (1)

Papers

Competing Bandits in Matching Markets via Super Stability ICML 2025

A Statistical Framework for Data-dependent Retrieval-Augmented Models ICML 2024

A Statistical Perspective on Retrieval-Based Models ICML 2023

Double Auctions with Two-sided Bandit Feedback NIPS 2023

Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise AISTATS 2022

Contextual Blocking Bandits AISTATS 2021

No Regrets for Learning the Prior in Bandits NIPS 2021

Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship AISTATS 2021

Combinatorial Blocking Bandits with Stochastic Delays ICML 2021

Beyond $log^2(T)$ regret for decentralized bandits in matching markets ICML 2021

Learning Mixtures of Graphs from Epidemic Cascades ICML 2020

Pareto Optimal Streaming Unsupervised Classification ICML 2019

Blocking Bandits NIPS 2019