Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Steve Yadlowsky

The MultiBERTs: BERT Reproductions for Robustness Analysis


Jun 30, 2021
Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick

* Checkpoints and example analyses: http://goo.gle/multiberts 

  Access Paper or Ask Questions

Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests


Jun 02, 2021
Victor Veitch, Alexander D'Amour, Steve Yadlowsky, Jacob Eisenstein


  Access Paper or Ask Questions

SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression


Mar 23, 2021
Steve Yadlowsky, Taedong Yun, Cory McLean, Alexander D'Amour


  Access Paper or Ask Questions

Deep Cox Mixtures for Survival Regression


Jan 16, 2021
Chirag Nagpal, Steve Yadlowsky, Negar Rostamzadeh, Katherine Heller

* NeurIPS Machine Learning for Health Workshop (ML4H) 2020 

  Access Paper or Ask Questions

Underspecification Presents Challenges for Credibility in Modern Machine Learning


Nov 06, 2020
Alexander D'Amour, Katherine Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yian Ma, Cory McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley


  Access Paper or Ask Questions

Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding


Mar 12, 2020
Hongseok Namkoong, Ramtin Keramati, Steve Yadlowsky, Emma Brunskill


  Access Paper or Ask Questions

Estimation and Validation of a Class of Conditional Average Treatment Effects Using Observational Data


Dec 15, 2019
Steve Yadlowsky, Fabio Pellegrini, Federica Lionetto, Stefan Braune, Lu Tian


  Access Paper or Ask Questions

Derivative free optimization via repeated classification


Apr 11, 2018
Tatsunori B. Hashimoto, Steve Yadlowsky, John C. Duchi

* At AISTATS2018 

  Access Paper or Ask Questions