arjunroyihrpa Goto Github PK

fairmultitask

Implementation for our paper "Fairness in Multi-Task Learning via Wasserstein Barycenters"

fairness-with-overlapping-groups

fairness.jl

Julia Toolkit with fairness metrics and bias mitigation algorithms

flip

Implementation of "Bursting the Filter Bubble: Fairness-Aware Network Link Prediction" paper.

folktables

Datasets derived from US census data

gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

gnnpapers

Must-read papers on graph neural networks (GNN)

google-research

Google Research

hebbianlearningthesis

Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.

hier_stance_detection

homework_fall2021

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)

hydra

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

kaggle-toxic-comment-classification-challenge

to build a multi-headed model that’s capable of detecting different types of of toxicity like threats, obscenity, insults, and identity-based hate

l2t-fairness

Learning to Teach Fairness-aware Deep Multi-task Learning

l2t-fmt

l2tfmt

laser

Language-Agnostic SEntence Representations

libmtl

A PyTorch Library for Multi-Task Learning

long-term-impact-of-fairness-constraints

This repository can be used for analysing the long-term impact of fairness constraints

lore

LOcal Rule-based Exlanations

loss-landscape

Code for visualizing the loss landscape of neural nets

loss-landscape-anim

Create animations for the optimization trajectory of neural nets

loss-landscapes

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

ml-fairness-gym

mmd_loss.pytorch

A pytorch implementation of Maximum Mean Discrepancies(MMD) loss

mmpf

Implementation of Minimax Pareto Fairness framework

mnn

mocha

modelpoisoning

Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470