cpmusco

graph-similarity-learning

Algorithms for learning network structure from effective resistances and other random-walk-based similarities.

recursive-nystrom

Recursive importance sampling for Nyström kernel matrix approximation

bksvd

Fast randomized block Krylov method for the singular value decomposition

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dlde-2022.github.io

fast-pcr

Fast (stochastic) iterative methods for principal component regression

introml2020

Python tutorials for introduction to machine learning

leverage_score_rff

Code for the experiments in https://arxiv.org/abs/2006.07340.

HutchPlusPlus

Code for Hutch++: Optimal Stochastic Trace Estimation

polarization-disagreement

cpmusco/bksvd

Fast randomized block Krylov method for the singular value decomposition

cpmusco/introml2020

Python tutorials for introduction to machine learning

cpmusco/fast-pcr

Fast (stochastic) iterative methods for principal component regression

cpmusco/leverage_score_rff

Code for the experiments in https://arxiv.org/abs/2006.07340.

cpmusco/CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

cpmusco/dlde-2022.github.io

cpmusco/machinelearning2022

Class repository for NYU CS-GY 6923, Spring 2022

cpmusco/SuiteSparse

The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.