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Ambuj Tewari

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Quantum Learning Theory Beyond Batch Binary Classification

Feb 16, 2023
Preetham Mohan, Ambuj Tewari

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An Asymptotically Optimal Algorithm for the One-Dimensional Convex Hull Feasibility Problem

Feb 03, 2023
Gang Qiao, Ambuj Tewari

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Tale of two c(omplex)ities

Jan 16, 2023
Saptarshi Roy, Ambuj Tewari, Ziwei Zhu

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A Characterization of Multilabel Learnability

Jan 06, 2023
Vinod Raman, Unique Subedi, Ambuj Tewari

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Offline Policy Evaluation and Optimization under Confounding

Dec 01, 2022
Kevin Tan, Yangyi Lu, Chinmaya Kausik, Yixin Wang, Ambuj Tewari

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Learning Mixtures of Markov Chains and MDPs

Nov 17, 2022
Chinmaya Kausik, Kevin Tan, Ambuj Tewari

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Thompson Sampling for High-Dimensional Sparse Linear Contextual Bandits

Nov 11, 2022
Sunrit Chakraborty, Saptarshi Roy, Ambuj Tewari

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Probabilistically Robust PAC Learning

Nov 10, 2022
VInod Raman, Unique Subedi, Ambuj Tewari

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Adaptive Learning for Discovery

Jun 03, 2022
Ziping Xu, Eunjae Shim, Ambuj Tewari, Paul Zimmerman

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Online Agnostic Multiclass Boosting

May 30, 2022
Vinod Raman, Ambuj Tewari

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