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Poster
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Tue 14:00 |
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes Nhuong Nguyen · Toan Nguyen · PHUONG HA NGUYEN · Quoc Tran-Dinh · Lam Nguyen · Marten van Dijk |
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Mentorship
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Tue 20:30 |
Mentorship Session 2 |
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Oral
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Tue 11:15 |
Stable ResNet Soufiane Hayou · Eugenio Clerico · Bobby He · George Deligiannidis · Arnaud Doucet · Judith Rousseau |
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Poster
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Wed 12:45 |
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns Ziping Xu · Amirhossein Meisami · Ambuj Tewari |
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Poster Session
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Thu 7:30 |
Poster Session 5 |
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Mentorship
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Thu 9:45 |
Mentorship Session 7 |
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Oral
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Tue 10:30 |
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent Frederik Kunstner · Raunak Kumar · Mark Schmidt |
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Oral
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Tue 12:00 |
Maximal Couplings of the Metropolis-Hastings Algorithm Guanyang Wang · John O'Leary · Pierre Jacob |
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Oral Session
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Tue 16:15 |
Bandits, Reinforcement Learning / Optimization |
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Poster
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Thu 7:30 |
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices Valerii Likhosherstov · Jared Davis · Krzysztof Choromanski · Adrian Weller |
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Poster
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Tue 14:00 |
Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning Hitesh Sapkota · Yiming Ying · Feng Chen · Qi Yu |
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Oral
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Wed 12:15 |
On Learning Continuous Pairwise Markov Random Fields Abhin Shah · Devavrat Shah · Gregory Wornell |