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531 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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Workshop
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Thu 23:40 |
Graph Representation Learning and Beyond (GRL+) Petar Veličković · Michael M. Bronstein · Andreea Deac · Will Hamilton · Jessica Hamrick · Milad Hashemi · Stefanie Jegelka · Jure Leskovec · Renjie Liao · Federico Monti · Yizhou Sun · Kevin Swersky · Rex (Zhitao) Ying · Marinka Zitnik |
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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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Thu 6:00 |
Estimating Q(s,s') with Deep Deterministic Dynamics Gradients Ashley Edwards · Himanshu Sahni · Rosanne Liu · Jane Hung · Ankit Jain · Rui Wang · Adrien Ecoffet · Thomas Miconi · Charles Isbell · Jason Yosinski |
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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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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 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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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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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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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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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 |
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Workshop
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Fri 6:00 |
ICML 2020 Workshop on Computational Biology Workshop CompBio · Delasa Aghamirzaie · Alexander Anderson · Elham Azizi · Abdoulaye Baniré Diallo · Cassandra Burdziak · Jill Gallaher · Anshul Kundaje · Dana Pe'er · Sandhya Prabhakaran · Amine Remita · Mark Robertson-Tessi · Wesley Tansey · Julia Vogt · Yubin Xie |