Algorithms
Tool
NNspectra
This repo is a companion to the paper “A Fine-Grained Spectral Perspective on Neural Networks”.
Video
Fast Approximation of Empirical Entropy via Subsampling
The promotional video for the KDD 2019 paper: Fast Approximation of Empirical Entropy via Subsampling by Chi Wang and Bailu Ding.
Tool
InterpretML
InterpretML is an open-source python package for training interpretable models and explaining blackbox systems. Historically, the most intelligible models were not very accurate, and the most accurate models were not intelligible. Microsoft Research has developed…
Publication
Stochastic One-Sided Full-Information Bandit
Tool
Vowpal Wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning. There is a specific focus on reinforcement learning…