MachineLearningBCAM

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16 repositories

MRCpy
Public
A Library for Minimax Risk Classifiers
machine-learning python3 supervised-classification-methods minimax-risk-classifiers
Python
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GNU General Public License v3.0
•2•31•0•0•Updated Dec 19, 2025Dec 19, 2025
Unsupervised-conformal-prediction-NeurIPS2025
Public
The provided files implement the method proposed in the paper "Split conformal classification with unsupervised calibration"
MATLAB
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MIT License
•1•2•0•0•Updated Nov 24, 2025Nov 24, 2025
RMBoost-NeurIPS-2025
Public
Python
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MIT License
•0•0•0•0•Updated Oct 27, 2025Oct 27, 2025
Multitask-load-forecasting-IEEE-TPWRS-2025
Public
Python
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MIT License
•0•0•0•0•Updated Aug 25, 2025Aug 25, 2025
Unified-Double-Weighting-TMLR-2025
Public
A Unified View of Double-Weighting for Marginal Distribution Shift
MATLAB
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MIT License
•0•1•0•0•Updated Feb 25, 2025Feb 25, 2025
How-To
Public
TeX
•0•0•0•0•Updated Jan 30, 2025Jan 30, 2025
Datasets
Public
Repository of some useful classification datasets
Python
•3•3•0•0•Updated Jan 2, 2025Jan 2, 2025
Weak-Supervision-TPAMI-2025
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Sep 27, 2024Sep 27, 2024
PalencIA.github.io
Public
HTML
•0•0•0•0•Updated Mar 15, 2024Mar 15, 2024
Load-forecasting-IEEE-TPWRS-2020
Public
Probabilistic Load Forecasting Based on Adaptive Online Learning (APLF)
MATLAB
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Other
•14•66•1•0•Updated Mar 11, 2024Mar 11, 2024
Supervised-learning-evolving-task-JMLR-2025
Public
MATLAB
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Other
•0•2•0•0•Updated Mar 2, 2024Mar 2, 2024
MRCs-for-Covariate-Shift-Adaptation
Public
Minimax Classification under Covariate Shift with Performance Guarantees
Python
•0•4•0•0•Updated Jan 11, 2024Jan 11, 2024
IMRCs-for-incremental-learning-NeurIPS-2023
Public
Python
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Other
•0•1•0•0•Updated Oct 24, 2023Oct 24, 2023
Constraint-Generation-for-MRCs-UAI-2023
Public
Efficient Learning of Minimax Risk Classifiers in High Dimensions
machine-learning python3 supervised-classification-methods high-dimensionality efficient-learning minimax-risk-classifiers
Python
•0•1•0•0•Updated Jul 20, 2023Jul 20, 2023
AMRC-for-concept-drift-ICML-2022
Public
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees
Python
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Other
•1•9•0•0•Updated Jul 22, 2022Jul 22, 2022
Minimax-risk-classifiers-NeurIPS-2020
Public
Minimax Classification with 0-1 Loss and Performance Guarantees
supervised-learning supervised-learning-algorithms supervised-classification-methods supervised-classification performance-guarantees robust-risk-minimization
Python
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MIT License
•1•3•0•0•Updated Jun 11, 2021Jun 11, 2021