Bremer, Timo

3 publications

NeurIPS 2022 Models Out of Line: A Fourier Lens on Distribution Shift Robustness Sara Fridovich-Keil, Brian Bartoldson, James Diffenderfer, Bhavya Kailkhura, Timo Bremer

NeurIPS 2022 Single Model Uncertainty Estimation via Stochastic Data Centering Jayaraman Thiagarajan, Rushil Anirudh, Vivek Sivaraman Narayanaswamy, Timo Bremer

NeurIPS 2020 A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning Bhavya Kailkhura, Jayaraman Thiagarajan, Qunwei Li, Jize Zhang, Yi Zhou, Timo Bremer