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Michael I. Jordan

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Optimal Mean Estimation without a Variance

Dec 08, 2020
Yeshwanth Cherapanamjeri, Nilesh Tripuraneni, Peter L. Bartlett, Michael I. Jordan

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Bridging Exploration and General Function Approximation in Reinforcement Learning: Provably Efficient Kernel and Neural Value Iterations

Nov 09, 2020
Zhuoran Yang, Chi Jin, Zhaoran Wang, Mengdi Wang, Michael I. Jordan

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Do Offline Metrics Predict Online Performance in Recommender Systems?

Nov 07, 2020
Karl Krauth, Sarah Dean, Alex Zhao, Wenshuo Guo, Mihaela Curmei, Benjamin Recht, Michael I. Jordan

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Efficient Methods for Structured Nonconvex-Nonconcave Min-Max Optimization

Oct 31, 2020
Jelena Diakonikolas, Constantinos Daskalakis, Michael I. Jordan

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Resource Allocation in Multi-armed Bandit Exploration: Overcoming Nonlinear Scaling with Adaptive Parallelism

Oct 31, 2020
Brijen Thananjeyan, Kirthevasan Kandasamy, Ion Stoica, Michael I. Jordan, Ken Goldberg, Joseph E. Gonzalez

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Learning Strategies in Decentralized Matching Markets under Uncertain Preferences

Oct 29, 2020
Xiaowu Dai, Michael I. Jordan

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Uncertainty Sets for Image Classifiers using Conformal Prediction

Sep 29, 2020
Anastasios Angelopoulos, Stephen Bates, Jitendra Malik, Michael I. Jordan

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Learning from eXtreme Bandit Feedback

Sep 27, 2020
Romain Lopez, Inderjit Dhillon, Michael I. Jordan

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Exploration in two-stage recommender systems

Sep 01, 2020
Jiri Hron, Karl Krauth, Michael I. Jordan, Niki Kilbertus

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