Name: Riccardo Guidotti
Type: User
Company: KDDLab, University of Pisa & ISTI-CNR Pisa
Bio: Riccardo Guidotti is an Assistant Professor at University of Pisa and he is interested in Explainable Artificial Intelligence, Data Mining and Machine Learning.
Location: Pisa
Blog: https://kdd.isti.cnr.it/people/riccardo-guidotti
Riccardo Guidotti's Projects
Adversarial Black box Explainer generating Latent Exemplars
Research code for auditing and exploring black box machine-learning models.
Bayesian or-of-and
Data-Agnostic Local Neighborhood Generation
Implementazione in Python dello pseudo-codice degli algoritmi descritti nel libro "Il Pensiero Computazionale: Dagli Algoritmi Al Coding" di Paolo Ferragina e Fabrizio Luccio edito da Il Mulino (2017).
Data-Agnostic claSsification method via sHapelets
A library to learn how data mining algorithms work.
Ensemble of Counterfactual Explainers
MARLENA - Explain Multilabel Classifiers
Lime: Explaining the predictions of any machine learning classifier
LOcal Rule-based Exlanations
Mining Interpretable Models explOiting Sophisticated Algorithms
Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"
A portrait version of @anishathalye's Gemini LaTeX beamerposter theme
Counterfactual Explanations and How to Find Them
Synthetic Explanation Generator
TARS based prediction for Next Basket
Model-independent visual explanation methods for image classifiers.
Discovering Trends of Immigrants' Native Consumption Adoption