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Poster
Tue 10:30 Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing
Sai Karimireddy · Lie He · Martin Jaggi
Poster
Mon 10:30 Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable
Shaojin Ding · Tianlong Chen · Zhangyang Wang
Spotlight
Tue 10:30 Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing
Sai Karimireddy · Lie He · Martin Jaggi
Workshop
FedER: Communication-Efficient Byzantine-Robust Federated Learning
Yukun Jiang · Xiaoyu Cao · Hao Chen · Neil Gong
Spotlight
Tue 10:30 Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
Sahil Singla · Surbhi Singla · Soheil Feizi
Poster
Tue 10:30 Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
Sahil Singla · Surbhi Singla · Soheil Feizi
Poster
Wed 2:30 Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness
Simon Geisler · Johanna Sommer · Jan Schuchardt · Aleksandar Bojchevski · Stephan G√ľnnemann
Poster
Thu 2:30 Counterfactual Plans under Distributional Ambiguity
Ngoc Bui · Duy Nguyen · Viet Anh Nguyen
Poster
Mon 18:30 Towards Evaluating the Robustness of Neural Networks Learned by Transduction
Jiefeng Chen · Xi Wu · Yang Guo · Yingyu Liang · Somesh Jha
Poster
Wed 10:30 Learning Distributionally Robust Models at Scale via Composite Optimization
Farzin Haddadpour · Mohammad Mahdi Kamani · Mehrdad Mahdavi · Amin Karbasi
Poster
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
Poster
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