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