ecreager

Adult-Confounded

Semi-synthetic variant of UCI-Adult dataset

ammi-fairness-and-privacy

AMMI Course on Fairness and Privacy in Machine Learning

beta-tcvae

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

bibtex

The files in this repository determine the list of publications that appear on the Vector Institute website.

button-synth

causal-dyna-fair

Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems

csc2541-f19

CSC 2541F: AI and Ethics: Mathematical Foundations and Algorithms Fall, 2019

eiil

Code for Environment Inference for Invariant Learning (ICML 2021 Paper)

vibntf

Vibrato NTF: source separation by NMF plus frequency modulation cues; http://arxiv.org/abs/1606.00037

laftr

Learning Adversarially Fair and Transferable Representations

ecreager/eiil

Code for Environment Inference for Invariant Learning (ICML 2021 Paper)

ecreager/causal-dyna-fair

Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems

ecreager/ammi-fairness-and-privacy

AMMI Course on Fairness and Privacy in Machine Learning

ecreager/csc2541-f19

CSC 2541F: AI and Ethics: Mathematical Foundations and Algorithms Fall, 2019

ecreager/vibntf

Vibrato NTF: source separation by NMF plus frequency modulation cues; http://arxiv.org/abs/1606.00037

ecreager/Adult-Confounded

Semi-synthetic variant of UCI-Adult dataset

ecreager/beta-tcvae

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

ecreager/bibtex

The files in this repository determine the list of publications that appear on the Vector Institute website.

ecreager/delayedimpact

Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)

ecreager/disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

ecreager/ece699s24

ecreager/ecreager.github.io

ecreager/FaderNetworks

Fader Networks: Manipulating Images by Sliding Attributes - NIPS 2017

ecreager/GerryFair

library for fair auditing and learning of classifiers with respect to rich subgroup fairness.

ecreager/InvariantRiskMinimization

PyTorch code to run synthetic experiments.

ecreager/jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

ecreager/jupyter_interactive

run a jupyter notebook in interactive-partition job

ecreager/learning-to-reweight-examples

PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning

ecreager/ml-fairness-gym

ecreager/models

Models and examples built with TensorFlow

ecreager/mrl

ecreager/pocket

hacking on music ~ just for fun

ecreager/pytorch-glow

Pytorch Implementation of OpenAI's GLOW

ecreager/recsim

A Configurable Recommender Systems Simulation Platform

ecreager/submodule-test

ecreager/tensorboard-aggregator

Aggregate multiple tensorboard runs to new summary or csv files

ecreager/tfjs-examples

Examples built with TensorFlow.js

ecreager/vector-bibtex

ecreager/vision

Datasets, Transforms and Models specific to Computer Vision

ecreager/whynot

A Python sandbox for decision making in dynamics