Mateo Espinosa Zarlenga (@mateoespinosa)
github

mateoespinosa

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  • Stars
    star
    92
  • Global Rank 219,419 (Top 8 %)
  • Followers 20
  • Following 11
  • Registered over 10 years ago
  • Most used languages
    Python
         50.0 %
    Jupyter Notebook
         33.3 %
    HTML
         16.7 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 58,359
  • Country Ranking
    Python
         9,320

Top repositories

1

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"
Python
52
star
2

remix

Rule Extraction Methods for Interactive eXplainability
Python
35
star
3

tabcbm

Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"
Python
4
star
4

concept-quality

Repository for our AAAI 2023 paper "Towards Robust Metrics For Concept Representation Evaluation"
Jupyter Notebook
3
star
5

mateoespinosa.github.io

HTML
3
star
6

xai_practical

Code for the Explainable AI Topic in the University of Cambridge's "R255: Advanced Topics in Machine Learning" MPhil Module
Jupyter Notebook
1
star