Name: Tengyu Ma
Type: User
Company: Stanford University
Bio: Assistant Professor at Stanford University. Working on machine learning, deep learning, reinforcement learning, representation, and their theory.
Twitter: tengyuma
Location: Stanford
Blog: ai.stanford.edu/~tengyuma
Tengyu Ma's Projects
A library for benchmarking vulnerability to adversarial examples
Statistical Learning Theory (CS229T) Lecture Notes
Metasploit for machine learning.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Off the convex path
Stores paper references, outputs to bib/html, does basic sanity checking on bib entries
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
reversible neural network
the public repo for stats205 scribe notes at Stanford University
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.