[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".

End-to-end distributionally robust optimization

Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.

Do Domain Generalization Methods Generalize Well? (Workshop on Machine Learning Safety at NeurIPS 2022).

Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)

Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)

Code for: "Adversarial Regression with Doubly Non-Negative Weighting Matrices" -- NeurIPS, 2021. (Tam Le*, Truyen Nguyen*, Makoto Yamada, Jose Blanchet, Viet Anh Nguyen)