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24 Results
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Workshop
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Trust-Region Sequential Quadratic Programming for Stochastic Optimization with Random Models: First-Order Stationarity Yuchen Fang · Sen Na · Mladen Kolar |
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Workshop
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Fully Stochastic Trust-Region Sequential Quadratic Programming for Equality-Constrained Optimization Problems Yuchen Fang · Sen Na · Mladen Kolar |
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Poster
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Wed 14:00 |
Fair and Optimal Decision Trees: A Dynamic Programming Approach Jacobus van der Linden · Mathijs de Weerdt · Emir Demirović |
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Poster
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Wed 14:00 |
Gradient Descent: The Ultimate Optimizer Kartik Chandra · Audrey Xie · Jonathan Ragan-Kelley · ERIK MEIJER |
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Poster
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Wed 14:00 |
Coordinate Linear Variance Reduction for Generalized Linear Programming Chaobing Song · Cheuk Yin Lin · Stephen Wright · Jelena Diakonikolas |
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Poster
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Thu 9:00 |
Non-Gaussian Tensor Programs Eugene Golikov · Greg Yang |
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Poster
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Wed 14:00 |
Wasserstein K-means for clustering probability distributions Yubo Zhuang · Xiaohui Chen · Yun Yang |
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Poster
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Nonnegative Tensor Completion via Integer Optimization Caleb Bugg · Chen Chen · Anil Aswani |
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Poster
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Tue 14:00 |
Pushing the limits of fairness impossibility: Who's the fairest of them all? Brian Hsu · Rahul Mazumder · Preetam Nandy · Kinjal Basu |
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Poster
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Thu 14:00 |
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree Kaixun Hua · Jiayang Ren · Yankai Cao |
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Poster
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Thu 14:00 |
The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound Liam O'Carroll · Vaidehi Srinivas · Aravindan Vijayaraghavan |
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Poster
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Thu 9:00 |
Tensor Program Optimization with Probabilistic Programs Junru Shao · Xiyou Zhou · Siyuan Feng · Bohan Hou · Ruihang Lai · Hongyi Jin · Wuwei Lin · Masahiro Masuda · Cody Hao Yu · Tianqi Chen |