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82 Results
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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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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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Tue 10:30 |
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts Benjamin Newman · Prafulla Kumar Choubey · Nazneen Rajani |
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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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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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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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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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Thu 2:30 |
Adversarially Robust Conformal Prediction Asaf Gendler · Tsui-Wei Weng · Luca Daniel · Yaniv Romano |
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Poster
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Thu 2:30 |
Counterfactual Plans under Distributional Ambiguity Ngoc Bui · Duy Nguyen · Viet Anh Nguyen |