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Workshop
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Shrink & Cert: Bi-level Optimization for Certified Robustness
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Workshop
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Adversarial Training Should Be Cast as a Non-Zero-Sum Game
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Workshop
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Shrink & Cert: Bi-level Optimization for Certified Robustness
Kavya Gupta · Sagar Verma
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Poster
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Tue 17:00
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Bilevel Optimization with Coupled Decision-Dependent Distributions
Songtao Lu
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Poster
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Wed 14:00
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A Fully First-Order Method for Stochastic Bilevel Optimization
Jeongyeol Kwon · Dohyun Kwon · Stephen Wright · Robert Nowak
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Oral
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Thu 18:48
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A Fully First-Order Method for Stochastic Bilevel Optimization
Jeongyeol Kwon · Dohyun Kwon · Stephen Wright · Robert Nowak
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Poster
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Tue 17:00
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Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
Xuxing Chen · Minhui Huang · Shiqian Ma · Krishna Balasubramanian
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Workshop
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Fri 13:00
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Adversarial Training Should Be Cast as a Non-Zero-Sum Game
Alex Robey · Fabian Latorre · George J. Pappas · Hamed Hassani · Volkan Cevher
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Poster
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Tue 17:00
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Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
Quanqi Hu · Zi-Hao Qiu · Zhishuai Guo · Lijun Zhang · Tianbao Yang
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Poster
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Thu 13:30
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Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach
Prashant Khanduri · Ioannis Tsaknakis · Yihua Zhang · Jia Liu · Sijia Liu · Jiawei Zhang · Mingyi Hong
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