trustworthy-machine-learning topic

Neural Network Verification Software Tool

verivital

a tool for comparing the predictions of any text classifiers

Crisp-Unimib

The open-sourced Python toolbox for backdoor attacks and defenses.

THUYimingLi

[ICCV2021 Oral] Fooling LiDAR by Attacking GPS Trajectory

ai4ce

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference tim...

dlmacedo

PyTorch package to train and audit ML models for Individual Fairness

IBM

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increas...

dlmacedo

Papers and online resources related to machine learning fairness

brandeis-machine-learning

[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

UCSC-REAL

SyReNN: Symbolic Representations for Neural Networks

95616ARG