yuxiangw
Computer scientist and statistician. Researcher in machine learning, reinforcement learning, and differential privacy.
UC Santa Barbara
Pinned Repositories
autodp
autodp: A flexible and easy-to-use package for differential privacy
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.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
glmgen
Generalized lasso implementations
gluon-tutorials-zh
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
optimal_dp_linear_regression
This repo contains the code to reproduce the experimental results of https://arxiv.org/abs/1803.02596
privacy
Library for training machine learning models with privacy for training data
tv_online
The homepage of the paper "Online Forecasting of Total-Variation Bounded Sequences" at NeurIPS 2019.
yuxiangw's Repositories
yuxiangw/autodp
autodp: A flexible and easy-to-use package for differential privacy
yuxiangw/optimal_dp_linear_regression
This repo contains the code to reproduce the experimental results of https://arxiv.org/abs/1803.02596
yuxiangw/tv_online
The homepage of the paper "Online Forecasting of Total-Variation Bounded Sequences" at NeurIPS 2019.
yuxiangw/privacy
Library for training machine learning models with privacy for training data
yuxiangw/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.
yuxiangw/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
yuxiangw/glmgen
Generalized lasso implementations
yuxiangw/gluon-tutorials-zh
yuxiangw/incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
yuxiangw/mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.