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Poster
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Wed 21:00
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Robust Unsupervised Learning via L-statistic Minimization
Andreas Maurer · Daniela Angela Parletta · Andrea Paudice · Massimiliano Pontil
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Poster
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Thu 9:00
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Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
Sung Woo Park · Junseok Kwon
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Poster
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Thu 9:00
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Robust Testing and Estimation under Manipulation Attacks
Jayadev Acharya · Ziteng Sun · Huanyu Zhang
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Spotlight
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Wed 17:40
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Robust Unsupervised Learning via L-statistic Minimization
Andreas Maurer · Daniela Angela Parletta · Andrea Paudice · Massimiliano Pontil
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Poster
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Wed 9:00
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Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free
Ayush Jain · Alon Orlitsky
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Poster
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Wed 9:00
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Provable Robustness of Adversarial Training for Learning Halfspaces with Noise
Difan Zou · Spencer Frei · Quanquan Gu
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Oral
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Wed 5:00
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Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free
Ayush Jain · Alon Orlitsky
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Spotlight
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Thu 5:30
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Robust Testing and Estimation under Manipulation Attacks
Jayadev Acharya · Ziteng Sun · Huanyu Zhang
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Spotlight
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Thu 5:45
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Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
Sung Woo Park · Junseok Kwon
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Poster
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Wed 21:00
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DORO: Distributional and Outlier Robust Optimization
Runtian Zhai · Chen Dan · Zico Kolter · Pradeep Ravikumar
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Spotlight
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Wed 6:40
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Provable Robustness of Adversarial Training for Learning Halfspaces with Noise
Difan Zou · Spencer Frei · Quanquan Gu
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Spotlight
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Wed 19:20
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DORO: Distributional and Outlier Robust Optimization
Runtian Zhai · Chen Dan · Zico Kolter · Pradeep Ravikumar
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