Projects in Awesome Lists by hbaniecki
A curated list of projects in awesome lists by hbaniecki .
https://github.com/hbaniecki/adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
adversarial adversarial-attacks adversarial-examples adversarial-machine-learning attacks counterfactual deep defense evaluation explainability explainable-ai iml interpretability interpretable interpretable-machine-learning model responsible-ai robustness security xai
Last synced: 25 Mar 2025
https://github.com/hbaniecki/compress-then-explain
Efficient and accurate explanation estimation with distribution compression (ICLR 2025 Spotlight)
dalex explainable-ai feature-attribution goodpoints interpretable-machine-learning kernel-thinning pdp sage shap
Last synced: 11 Apr 2025
https://github.com/hbaniecki/talks
contributed talks, posters, and workshops
Last synced: 25 Mar 2025
https://github.com/hbaniecki/manipulating-shap
Manipulating SHAP via Adversarial Data Perturbations (AAAI 2022)
Last synced: 25 Mar 2025
https://github.com/hbaniecki/utils
my notes with useful packages, resources and functions
Last synced: 25 Mar 2025
https://github.com/hbaniecki/courses-iml-xai
Courses related to interpretable machine learning & explainable AI
Last synced: 25 Mar 2025
https://github.com/hbaniecki/robust-feature-effects
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)
accumulated-local-effects dalex explainable-ai explainable-machine-learning explanatory-model-analysis feature-attribution iml interpretable-machine-learning partial-dependence-plot
Last synced: 25 Mar 2025
https://github.com/hbaniecki/soproject
[course project '2018] Data analysis of Stack Overflow API in Java
Last synced: 25 Mar 2025