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Poster
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Tue 10:30 |
Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing Sai Karimireddy · Lie He · Martin Jaggi |
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Poster
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Mon 10:30 |
Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable Shaojin Ding · Tianlong Chen · Zhangyang Wang |
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Spotlight
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Tue 10:30 |
Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing Sai Karimireddy · Lie He · Martin Jaggi |
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Workshop
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FedER: Communication-Efficient Byzantine-Robust Federated Learning Yukun Jiang · Xiaoyu Cao · Hao Chen · Neil Gong |
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Spotlight
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Tue 10:30 |
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla · Surbhi Singla · Soheil Feizi |
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Poster
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Tue 10:30 |
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla · Surbhi Singla · Soheil Feizi |
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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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Thu 2:30 |
Counterfactual Plans under Distributional Ambiguity Ngoc Bui · Duy Nguyen · Viet Anh Nguyen |
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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 |
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Poster
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Wed 10:30 |
Learning Distributionally Robust Models at Scale via Composite Optimization Farzin Haddadpour · Mohammad Mahdi Kamani · Mehrdad Mahdavi · Amin Karbasi |
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Poster
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Thu 2:30 |
Defending Against Image Corruptions Through Adversarial Augmentations Dan A. Calian · Florian Stimberg · Olivia Wiles · Sylvestre-Alvise Rebuffi · Andras Gyorgy · Timothy A Mann · Sven Gowal |
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Poster
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Mon 10:30 |
COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks Fan Wu · Linyi Li · Huan Zhang · Bhavya Kailkhura · Krishnaram Kenthapadi · DING ZHAO · Bo Li |