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82 Results
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Workshop
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Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction Jiacheng Zhu · Jielin Qiu · Zhuolin Yang · Michael Rosenberg · Emerson Liu · Bo Li · DING ZHAO |
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Workshop
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Learning Robust Task Context with Hypothetical Analogy-Making Shinyoung Joo · Sang Wan Lee |
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Workshop
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Increasing Confidence in Adversarial Robustness Evaluations Roland S. Zimmermann · Wieland Brendel · Florian Tramer · Nicholas Carlini |
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Poster
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Wed 10:30 |
Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension Paris Giampouras · Benjamin Haeffele · Rene Vidal |
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Poster
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Wed 2:30 |
Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness Simon Geisler · Johanna Sommer · Jan Schuchardt · Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Wed 2:30 |
Distributionally Robust Fair Principal Components via Geodesic Descents Hieu Vu · Toan Tran · Man-Chung Yue · Viet Anh Nguyen |
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Poster
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Wed 18:30 |
On the Convergence of Certified Robust Training with Interval Bound Propagation Yihan Wang · Zhouxing Shi · Quanquan Gu · Cho-Jui Hsieh |
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Spotlight
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Wed 18:30 |
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective Yimeng Zhang · Yuguang Yao · Jinghan Jia · Jinfeng Yi · Mingyi Hong · Shiyu Chang · Sijia Liu |
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Poster
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Mon 2:30 |
A Fine-Grained Analysis on Distribution Shift Olivia Wiles · Sven Gowal · Florian Stimberg · Sylvestre-Alvise Rebuffi · Ira Ktena · Krishnamurthy Dvijotham · Ali Taylan Cemgil |
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Poster
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Mon 18:30 |
Towards Evaluating the Robustness of Neural Networks Learned by Transduction Jiefeng Chen · Xi Wu · Yang Guo · Yingyu Liang · Somesh Jha |