Sumeet Katariya

According to our database, Sumeet Katariya authored at least 29 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Selective Uncertainty Propagation in Offline RL.

Sanath Kumar Krishnamurthy, Tanmay Gangwani, Sumeet Katariya, Branislav Kveton, Anshuka Rangi

CoRR, 2023

Towards Sequential Counterfactual Learning to Rank.

Tesi Xiao, Branislav Kveton, Sumeet Katariya, Tanmay Gangwani, Anshuka Rangi

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Logarithmic Bayes Regret Bounds.

Alexia Atsidakou, Branislav Kveton, Sumeet Katariya, Constantine Caramanis, Sujay Sanghavi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Task Off-Policy Learning from Bandit Feedback.

Joey Hong, Branislav Kveton, Manzil Zaheer, Sumeet Katariya, Mohammad Ghavamzadeh

Proceedings of the International Conference on Machine Learning, 2023

Mixed-Effect Thompson Sampling.

Imad Aouali, Branislav Kveton, Sumeet Katariya

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Meta-Learning for Simple Regret Minimization.

Mohammad Javad Azizi, Branislav Kveton, Mohammad Ghavamzadeh, Sumeet Katariya

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Bayesian Fixed-Budget Best-Arm Identification.

Alexia Atsidakou, Sumeet Katariya, Sujay Sanghavi, Branislav Kveton

CoRR, 2022

Generalizing Hierarchical Bayesian Bandits.

Imad Aouali, Branislav Kveton, Sumeet Katariya

CoRR, 2022

ALLIE: Active Learning on Large-scale Imbalanced Graphs.

Limeng Cui, Xianfeng Tang, Sumeet Katariya, Nikhil Rao, Pallav Agrawal, Karthik Subbian, Dongwon Lee

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

ANTHEM: Attentive Hyperbolic Entity Model for Product Search.

Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Task-Agnostic Graph Explanations.

Yaochen Xie, Sumeet Katariya, Xianfeng Tang, Edward W. Huang, Nikhil Rao, Karthik Subbian, Shuiwang Ji

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deep Hierarchy in Bandits.

Joey Hong, Branislav Kveton, Sumeet Katariya, Manzil Zaheer, Mohammad Ghavamzadeh

Proceedings of the International Conference on Machine Learning, 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

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Pure Exploration with Structured Preference Feedback.

Shubham Gupta, Aadirupa Saha, Sumeet Katariya

CoRR, 2021

Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs.

Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy

Proceedings of the WWW '21: The Web Conference 2021, 2021

Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs.

Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Workshop on Data-Efficient Machine Learning (DeMaL).

Sumeet Katariya, Nikhil Rao, Chandan K. Reddy

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms.

Aman Ahuja, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Robust Outlier Arm Identification.

Yinglun Zhu, Sumeet Katariya, Robert D. Nowak

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

MaxGap Bandit: Adaptive Algorithms for Approximate Ranking.

Sumeet Katariya, Ardhendu Tripathy, Robert D. Nowak

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Conservative Exploration using Interleaving.

Sumeet Katariya, Branislav Kveton, Zheng Wen, Vamsi K. Potluru

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Adaptive Sampling for Coarse Ranking.

Sumeet Katariya, Lalit Jain, Nandana Sengupta, James Evans, Robert Nowak

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Bernoulli Rank-1 Bandits for Click Feedback.

Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Sequential Multiple Hypothesis Testing with Type I Error Control.

Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Stochastic Rank-1 Bandits.

Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

DCM Bandits: Learning to Rank with Multiple Clicks.

Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Zheng Wen

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Sparse Dueling Bandits.

Kevin G. Jamieson, Sumeet Katariya, Atul Deshpande, Robert D. Nowak

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2012

Analyzing the Impact of Joint Optimization of Cell Size, Redundancy, and ECC on Low-Voltage SRAM Array Total Area.

Nam Sung Kim, Stark C. Draper, Shi-Ting Zhou, Sumeet Katariya, Hamid Reza Ghasemi, Taejoon Park

IEEE Trans. Very Large Scale Integr. Syst., 2012

2010

Minimizing total area of low-voltage SRAM arrays through joint optimization of cell size, redundancy, and ECC.

Shi-Ting Zhou, Sumeet Katariya, Hamid Reza Ghasemi, Stark C. Draper, Nam Sung Kim

Proceedings of the 28th International Conference on Computer Design, 2010