7 Results

Poster
Tue 9:00 Robustness to Spurious Correlations via Human Annotations
Megha Srivastava, Tatsunori Hashimoto, Percy Liang
Poster
Tue 11:00 Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates
Yang Liu, Hongyi Guo
Poster
Wed 13:00 On the Sample Complexity of Adversarial Multi-Source PAC Learning
Nikola Konstantinov, Elias Frantar, Dan Alistarh, Christoph H. Lampert
Poster
Thu 6:00 FR-Train: A Mutual Information-Based Approach to Fair and Robust Training
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
Poster
Thu 6:00 From ImageNet to Image Classification: Contextualizing Progress on Benchmarks
Dimitris Tsipras, Shibani Santurkar, Logan Engstrom, Andrew Ilyas, Aleksander Madry
Workshop
Sat 7:00 Real World Experiment Design and Active Learning
Ilija Bogunovic, Willie Neiswanger, Yisong Yue
Workshop
Sat 8:00 Incentives in Machine Learning
Boi Faltings, Yang Liu, David Parkes, Goran Radanovic, Dawn Song