mateoespinosa
ML PhD Candidate @ University of Cambridge | Previously bashing keys for a living @ Cerebras Systems
University of CambridgeCambridge, UK
Pinned Repositories
concept-based-xai
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
cem
Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"
concept-based-xai
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
concept-quality
Repository for our AAAI 2023 paper "Towards Robust Metrics For Concept Representation Evaluation"
eyvindn.github.io
some stuff about me
fonts
Patched fonts for Powerline users.
mateoespinosa.github.io
remix
Rule Extraction Methods for Interactive eXplainability
tabcbm
Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"
xai_practical
Code for the Explainable AI Topic in the University of Cambridge's "R255: Advanced Topics in Machine Learning" MPhil Module
mateoespinosa's Repositories
mateoespinosa/cem
Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"
mateoespinosa/remix
Rule Extraction Methods for Interactive eXplainability
mateoespinosa/tabcbm
Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"
mateoespinosa/concept-quality
Repository for our AAAI 2023 paper "Towards Robust Metrics For Concept Representation Evaluation"
mateoespinosa/mateoespinosa.github.io
mateoespinosa/xai_practical
Code for the Explainable AI Topic in the University of Cambridge's "R255: Advanced Topics in Machine Learning" MPhil Module
mateoespinosa/concept-based-xai
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
mateoespinosa/eyvindn.github.io
some stuff about me
mateoespinosa/fonts
Patched fonts for Powerline users.
mateoespinosa/minimal-mistakes
:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.
mateoespinosa/opencv
Open Source Computer Vision Library
mateoespinosa/rem
REM: Rule Extraction Methods for Neural Networks
mateoespinosa/opsdroid
🤖 An open source chat-ops bot framework
mateoespinosa/ply
Python Lex-Yacc
mateoespinosa/requests
Python HTTP Requests for Humans™.
mateoespinosa/tensorflow
Computation using data flow graphs for scalable machine learning
mateoespinosa/tqdm
A fast, extensible progress bar for Python and CLI