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Poster
Tue 10:30 Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing
Sai Karimireddy · Lie He · Martin Jaggi
Spotlight
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
Workshop
FedER: Communication-Efficient Byzantine-Robust Federated Learning
Yukun Jiang · Xiaoyu Cao · Hao Chen · Neil Gong
Workshop
Lost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation
Neel Bhandari · Pin-Yu Chen
Workshop
Robust and Accurate - Compositional Architectures for Randomized Smoothing
Miklós Horváth · Mark N Müller · Marc Fischer · Martin Vechev
Workshop
Robust Randomized Smoothing via Two Cost-Effective Approaches
Linbo Liu · Trong Hoang · Lam Nguyen · Tsui-Wei Weng
Workshop
Learning Robust Algorithms for Online Allocation Problems Using Adversarial Training
Goran Zuzic · Di Wang · Aranyak Mehta · D. Sivakumar
Workshop
ModelNet40-C: A Robustness Benchmark for 3D Point Cloud Recognition under Corruption
Jiachen Sun · Qingzhao Zhang · Bhavya Kailkhura · Zhiding Yu · Zhuoqing Mao
Workshop
Evaluating the Adversarial Robustness for Fourier Neural Operators
Abolaji Adesoji · Pin-Yu Chen
Workshop
Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction
Jiacheng Zhu · Jielin Qiu · Zhuolin Yang · Michael Rosenberg · Emerson Liu · Bo Li · DING ZHAO
Workshop
Fri 10:15 How Robustness Transfers from Self-Supervised Representation Learning to Downstream Tasks
Laura F. Nern