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239 Results
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Poster
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Tue 12:00 |
Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay REDA ALAMI · Odalric-Ambrym Maillard · Raphaël Féraud |
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Poster
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Wed 14:00 |
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei · Mehdi Jafarnia · Haipeng Luo · Hiteshi Sharma · Rahul Jain |
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Poster
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Tue 10:00 |
Federated Learning with Only Positive Labels Felix Xinnan Yu · Ankit Singh Rawat · Aditya Menon · Sanjiv Kumar |
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Poster
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Thu 12:00 |
Near-optimal Regret Bounds for Stochastic Shortest Path Aviv Rosenberg · Alon Cohen · Yishay Mansour · Haim Kaplan |
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Poster
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Thu 6:00 |
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli · Chulhee Yun · Ankit Singh Rawat · Sashank Jakkam Reddi · Sanjiv Kumar |
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Poster
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Wed 13:00 |
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates Anastasiia Koloskova · Nicolas Loizou · Sadra Boreiri · Martin Jaggi · Sebastian Stich |
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Poster
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Wed 10:00 |
Provable Representation Learning for Imitation Learning via Bi-level Optimization Sanjeev Arora · Simon Du · Sham Kakade · Yuping Luo · Nikunj Umesh Saunshi |
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Poster
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Thu 8:00 |
SGD Learns One-Layer Networks in WGANs Qi Lei · Jason Lee · Alexandros Dimakis · Constantinos Daskalakis |
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Poster
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Wed 10:00 |
Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks Mert Pilanci · Tolga Ergen |
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Poster
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Thu 12:00 |
Extra-gradient with player sampling for faster convergence in n-player games Samy Jelassi · Carles Domingo-Enrich · Damien Scieur · Arthur Mensch · Joan Bruna |
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Poster
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Tue 8:00 |
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique · Paul Weng · Matthieu Zimmer |
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Poster
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Tue 15:00 |
Invariant Causal Prediction for Block MDPs Amy Zhang · Clare Lyle · Shagun Sodhani · Angelos Filos · Marta Kwiatkowska · Joelle Pineau · Yarin Gal · Doina Precup |