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298 Results
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Poster
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Tue 7:00 |
An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm Christopher DeCarolis · Mukul A Ram · Seyed Esmaeili · Yu-Xiang Wang · Furong Huang |
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Poster
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Tue 7:00 |
Private Reinforcement Learning with PAC and Regret Guarantees Giuseppe Vietri · Borja de Balle Pigem · Akshay Krishnamurthy · Steven Wu |
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Poster
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Tue 7:00 |
Randomized Smoothing of All Shapes and Sizes Greg Yang · Tony Duan · J. Edward Hu · Hadi Salman · Ilya Razenshteyn · Jerry Li |
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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 |
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 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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Wed 8:00 |
(Locally) Differentially Private Combinatorial Semi-Bandits Xiaoyu Chen · Kai Zheng · Zixin Zhou · Yunchang Yang · Wei Chen · Liwei Wang |
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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 11:00 |
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization Hadrien Hendrikx · Lin Xiao · Sebastien Bubeck · Francis Bach · Laurent Massoulié |
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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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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 |