Alexander D'Amour
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
5
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Proxy Methods for Domain Adaptation. | Katherine Tsai, Stephen R. Pfohl, Olawale Salaudeen, Nicole Chiou, Matt J. Kusner, Alexander D'Amour, Sanmi Koyejo, Arthur Gretton |
| 2024 | ICLR | CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? | Ibrahim Alabdulmohsin, Xiao Wang, Andreas Peter Steiner, Priya Goyal, Alexander D'Amour, Xiaohua Zhai |
| 2024 | KDD | Choosing a Proxy Metric from Past Experiments. | Nilesh Tripuraneni, Lee Richardson, Alexander D'Amour, Jacopo Soriano, Steve Yadlowsky |
| 2023 | AISTATS | Adapting to Latent Subgroup Shifts via Concepts and Proxies. | Ibrahim Alabdulmohsin, Nicole Chiou, Alexander D'Amour, Arthur Gretton, Sanmi Koyejo, Matt J. Kusner, Stephen R. Pfohl, Olawale Salaudeen, Jessica Schrouff, Katherine Tsai |
| 2023 | CHI | Kaleidoscope: Semantically-grounded, context-specific ML model evaluation. | Harini Suresh, Divya Shanmugam, Tiffany L. Chen, Annie G. Bryan, Alexander D'Amour, John V. Guttag, Arvind Satyanarayan |
| 2022 | AISTATS | Causally motivated shortcut removal using auxiliary labels. | Maggie Makar, Ben Packer, Dan Moldovan, Davis W. Blalock, Yoni Halpern, Alexander D'Amour |
| 2022 | AISTATS | Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding. | Jiajing Zheng, Alexander D'Amour, Alexander Franks |
| 2022 | ICLR | The MultiBERTs: BERT Reproductions for Robustness Analysis. | Thibault Sellam, Steve Yadlowsky, Ian Tenney, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Raluca Turc, Jacob Eisenstein, Dipanjan Das, Ellie Pavlick |
| 2021 | CVPR | On Robustness and Transferability of Convolutional Neural Networks. | Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvain Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic |
| 2020 | ICLR | Detecting Extrapolation with Local Ensembles. | David Madras, James Atwood, Alexander D'Amour |
| 2019 | AISTATS | On Multi-Cause Approaches to Causal Inference with Unobserved Counfounding: Two Cautionary Failure Cases and A Promising Alternative. | Alexander D'Amour |
| 2019 | KDD | Universal Causal Evaluation Engine: An API for empirically evaluating causal inference models. | Alexander Lin, Amil Merchant, Suproteem K. Sarkar, Alexander D'Amour |