Krishna Pillutla

mauve. Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

geom_median. Fast and differentiable geometric median, a multivariate median analogue. Install with `pip install geom-median`

RFA. Robust aggregation for federated learning with the RFA algorithm.

mauve-experiments. Python

simplicial-fl. Simplicial-FL to manage client device heterogeneity in Federated Learning

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

tRFA. Python

casimir. Smoothing and acceleration for max-margin structured prediction

FusionRP. Code for FusionRP: parameter fitting and plotting

FL_partial_personalization. Code for the ICML '22 paper "Federated Learning with Partial Model Personalization"