David Madras
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
2
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions. | Zhun Deng, Thomas P. Zollo, Benjamin Eyre, Amogh Inamdar, David Madras, Richard S. Zemel |
| 2025 | ICML | Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression. | Benjamin Eyre, David Madras |
| 2024 | ICML | Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift. | Benjamin Eyre, Elliot Creager, David Madras, Vardan Papyan, Richard S. Zemel |
| 2024 | ICML | Learning and Forgetting Unsafe Examples in Large Language Models. | Jiachen Zhao, Zhun Deng, David Madras, James Zou, Mengye Ren |
| 2020 | ICLR | Detecting Extrapolation with Local Ensembles. | David Madras, James Atwood, Alexander D'Amour |
| 2020 | ICML | Causal Modeling for Fairness In Dynamical Systems. | Elliot Creager, David Madras, Toniann Pitassi, Richard S. Zemel |
| 2019 | ICML | Flexibly Fair Representation Learning by Disentanglement. | Elliot Creager, David Madras, Jrn-Henrik Jacobsen, Marissa A. Weis, Kevin Swersky, Toniann Pitassi, Richard S. Zemel |
| 2018 | ICLR | Predict Responsibly: Increasing Fairness by Learning to Defer. | David Madras, Toniann Pitassi, Richard S. Zemel |
| 2018 | ICML | Learning Adversarially Fair and Transferable Representations. | David Madras, Elliot Creager, Toniann Pitassi, Richard S. Zemel |