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Poster
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Thu 14:00 |
A Primer for Neural Arithmetic Logic Modules Bhumika Mistry · Katayoun Farrahi · Jonathon Hare |
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Poster
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Wed 9:00 |
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher Ré · Kevin Murphy |
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Poster
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Thu 9:00 |
Learning Operators with Coupled Attention Georgios Kissas · Jacob Seidman · Leonardo Ferreira Guilhoto · Victor M. Preciado · George J. Pappas · Paris Perdikaris |
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Poster
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Wed 14:00 |
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint Yoav S Freund · Yi-An Ma · Tong Zhang |
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Poster
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Wed 9:00 |
Truncated Emphatic Temporal Difference Methods for Prediction and Control Shangtong Zhang · Shimon Whiteson |
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Poster
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Thu 14:00 |
Recovery and Generalization in Over-Realized Dictionary Learning Jeremias Sulam · Chong You · Zhihui Zhu |
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Poster
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Wed 9:00 |
All You Need is a Good Functional Prior for Bayesian Deep Learning Ba-Hien Tran · Simone Rossi · Dimitrios Milios · Maurizio Filippone |
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Poster
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Tue 9:00 |
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing Chao Shen · Yu-Ting Lin · Hau-Tieng Wu |
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Poster
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Tue 9:00 |
Deep Limits and a Cut-Off Phenomenon for Neural Networks Benny Avelin · Anders Karlsson |
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Poster
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Optimality and Stability in Non-Convex Smooth Games Guojun Zhang · Pascal Poupart · Yaoliang Yu |
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Poster
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Tue 14:00 |
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization Feihu Huang · Shangqian Gao · Jian Pei · Heng Huang |
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Poster
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Wed 9:00 |
IALE: Imitating Active Learner Ensembles Christoffer Löffler · Christopher Mutschler |