axa-rev-research Goto Github PK

axa-rev-research.github.io

https://axa-rev-research.github.io - Homepage for the AXA REV Research team

biobert-pytorch

PyTorch Implementation of BioBERT

comparing-fairml-strategies

TBD

covid19-contact-tracing-app-simulation

Covid-19 Contact Tracing App Simulation (based on MoSP)

earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

fairness-compass

Fairness metric selection tool for AI applications

gutek

local-adverse-detection

Repository of the paper "Detecting Potential Local Adversarial Examples for Human-Interpretable Defense" published at 2018 ECML/PKDD Workshop on Recent Advances in Adversarial Machine Learning (Nemesis 2018)

locality-interpretable-surrogate

Repository of the paper "Defining Locality for Surrogates in Post-hoc Interpretablity" published at 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018)

lowprofool

Repository of the paper "Imperceptible Adversarial Attacks on Tabular Data" presented at NeurIPS 2019 Workshop on Robust AI in Financial Services (Robust AI in FS 2019)

nina-dataset

Script to create the crash sound dataset

nina-dataset-demo

Video demo for audio recognition model trained upon the NINA dataset

quackie

random-shapelets

Implementation of the random-shapelet algorithm for a fast extraction of a feature-based representation from time series for classification based on the shapelet principle. Published at IEEE DSAA'2015 and 2016 ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data

road-fairness

Code for the public research paper "On the Fairness ROAD"

unbiased_representations_renyi

xai-interactive-prototype