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599 Results
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Poster
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Thu 15:00 |
UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees Kimon Antonakopoulos · Dong Quan Vu · Volkan Cevher · Kfir Levy · Panayotis Mertikopoulos |
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Poster
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Wed 15:30 |
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information Changbin Li · Suraj Kothawade · Feng Chen · Rishabh Iyer |
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Spotlight
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Wed 11:35 |
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information Changbin Li · Suraj Kothawade · Feng Chen · Rishabh Iyer |
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Spotlight
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Wed 8:55 |
Score-Guided Intermediate Level Optimization: Fast Langevin Mixing for Inverse Problems Giannis Daras · Yuval Dagan · Alexandros Dimakis · Constantinos Daskalakis |
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Spotlight
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Tue 11:45 |
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation Sebastian Ament · Carla Gomes |
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Spotlight
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Tue 11:50 |
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee Dixian Zhu · Gang Li · Bokun Wang · Xiaodong Wu · Tianbao Yang |
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Spotlight
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Thu 12:45 |
Decision-Focused Learning: Through the Lens of Learning to Rank Jayanta Mandi · Víctor Bucarey · Maxime Mulamba Ke Tchomba · Tias Guns |
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Spotlight
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Tue 11:50 |
On Implicit Bias in Overparameterized Bilevel Optimization Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse |
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Spotlight
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Wed 8:55 |
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Haoxiang Wang · Bo Li · Han Zhao |
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Spotlight
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Wed 8:50 |
RECAPP: Crafting a More Efficient Catalyst for Convex Optimization Yair Carmon · Arun Jambulapati · Yujia Jin · Aaron Sidford |
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Spotlight
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Wed 8:55 |
Improving Policy Optimization with Generalist-Specialist Learning Zhiwei Jia · Xuanlin Li · Zhan Ling · Shuang Liu · Yiran Wu · Hao Su |