Katariya, Sumeet

18 publications

AAAI 2025 Selective Uncertainty Propagation in Offline RL Sanath Kumar Krishnamurthy, Tanmay Gangwani, Sumeet Katariya, Branislav Kveton, Shrey Modi, Anshuka Rangi

NeurIPS 2023 Finite-Time Logarithmic Bayes Regret Upper Bounds Alexia Atsidakou, Branislav Kveton, Sumeet Katariya, Constantine Caramanis, Sujay Sanghavi

AAAI 2023 Meta-Learning for Simple Regret Minimization Mohammad Javad Azizi, Branislav Kveton, Mohammad Ghavamzadeh, Sumeet Katariya

AISTATS 2023 Mixed-Effect Thompson Sampling Imad Aouali, Branislav Kveton, Sumeet Katariya

ICML 2023 Multi-Task Off-Policy Learning from Bandit Feedback Joey Hong, Branislav Kveton, Manzil Zaheer, Sumeet Katariya, Mohammad Ghavamzadeh

ICLR 2022 Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods Wenqing Zheng, Edward W Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian

ICML 2022 Deep Hierarchy in Bandits Joey Hong, Branislav Kveton, Sumeet Katariya, Manzil Zaheer, Mohammad Ghavamzadeh

NeurIPS 2022 Task-Agnostic Graph Explanations Yaochen Xie, Sumeet Katariya, Xianfeng Tang, Edward Huang, Nikhil Rao, Karthik Subbian, Shuiwang Ji

NeurIPS 2021 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan Reddy

ICML 2020 Robust Outlier Arm Identification Yinglun Zhu, Sumeet Katariya, Robert Nowak

AISTATS 2019 Conservative Exploration Using Interleaving Sumeet Katariya, Branislav Kveton, Zheng Wen, Vamsi K. Potluru

NeurIPS 2019 MaxGap Bandit: Adaptive Algorithms for Approximate Ranking Sumeet Katariya, Ardhendu Tripathy, Robert Nowak

AISTATS 2018 Adaptive Sampling for Coarse Ranking Sumeet Katariya, Lalit K. Jain, Nandana Sengupta, James Evans, Robert Nowak

IJCAI 2017 Bernoulli Rank-1 Bandits for Click Feedback Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen

AISTATS 2017 Sequential Multiple Hypothesis Testing with Type I Error Control Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh

AISTATS 2017 Stochastic Rank-1 Bandits Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen

ICML 2016 DCM Bandits: Learning to Rank with Multiple Clicks Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Zheng Wen

AISTATS 2015 Sparse Dueling Bandits Kevin G. Jamieson, Sumeet Katariya, Atul Deshpande, Robert D. Nowak