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Poster
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Tue 18:30 |
γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator Masahiro Fujisawa · Takeshi Teshima · Issei Sato · Masashi Sugiyama |
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Poster
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Thu 7:30 |
Bayesian Inference with Certifiable Adversarial Robustness Matthew Wicker · Luca Laurenti · Andrea Patane · Zhuotong Chen · Zheng Zhang · Marta Kwiatkowska |
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Poster
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Wed 12:45 |
Understanding Robustness in Teacher-Student Setting: A New Perspective Zhuolin Yang · Zhaoxi Chen · Tiffany Cai · Xinyun Chen · Bo Li · Yuandong Tian |
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Poster
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Wed 12:45 |
Hidden Cost of Randomized Smoothing Jeet Mohapatra · Ching-Yun Ko · Lily Weng · Pin-Yu Chen · Sijia Liu · Luca Daniel |
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Oral
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Wed 8:45 |
Bandit algorithms: Letting go of logarithmic regret for statistical robustness Kumar Ashutosh · Jayakrishnan Nair · Anmol Kagrecha · Krishna Jagannathan |
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Poster
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Tue 18:30 |
Bandit algorithms: Letting go of logarithmic regret for statistical robustness Kumar Ashutosh · Jayakrishnan Nair · Anmol Kagrecha · Krishna Jagannathan |
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Poster
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Tue 18:30 |
Robust Imitation Learning from Noisy Demonstrations Voot Tangkaratt · Nontawat Charoenphakdee · Masashi Sugiyama |
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Poster
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Thu 7:30 |
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders Alexander Camuto · Matthew Willetts · Stephen Roberts · Chris Holmes · Tom Rainforth |
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Poster
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Wed 6:00 |
Kernel Distributionally Robust Optimization: Generalized Duality Theorem and Stochastic Approximation Jia-Jie Zhu · Wittawat Jitkrittum · Moritz Diehl · Bernhard Schölkopf |
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Poster
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Wed 12:45 |
Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems Mansur Arief · Zhiyuan Huang · Guru Koushik Senthil Kumar · Yuanlu Bai · Shengyi He · Wenhao Ding · Henry Lam · Ding Zhao |
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Poster
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Tue 18:30 |
On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification Tianyi Lin · Zeyu Zheng · Elynn Chen · Marco Cuturi · Michael Jordan |
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Oral
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Tue 11:00 |
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders Alexander Camuto · Matthew Willetts · Stephen Roberts · Chris Holmes · Tom Rainforth |