Pinned Repositories
automated-responsible-ai-evaluation
axa-rev-research.github.io
https://axa-rev-research.github.io - Homepage for the AXA REV Research team
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
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"
AXA - AI Research & Development's Repositories
axa-rev-research/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)
axa-rev-research/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)
axa-rev-research/fairness-compass
Fairness metric selection tool for AI applications
axa-rev-research/NINA-Dataset
Script to create the crash sound dataset
axa-rev-research/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
axa-rev-research/automated-responsible-ai-evaluation
axa-rev-research/axa-rev-research.github.io
https://axa-rev-research.github.io - Homepage for the AXA REV Research team
axa-rev-research/covid19-contact-tracing-app-simulation
Covid-19 Contact Tracing App Simulation (based on MoSP)
axa-rev-research/gutek
axa-rev-research/ROAD-fairness
Code for the public research paper "On the Fairness ROAD"
axa-rev-research/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)
axa-rev-research/xai-interactive-prototype
axa-rev-research/biobert-pytorch
PyTorch Implementation of BioBERT
axa-rev-research/comparing-fairML-strategies
TBD
axa-rev-research/earth2studio
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
axa-rev-research/NINA-Dataset-Demo
Video demo for audio recognition model trained upon the NINA dataset
axa-rev-research/quackie
axa-rev-research/unbiased_representations_renyi