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Max Halford
Max Halford
University of Toulouse
Verified email at irit.fr - Homepage
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River: machine learning for streaming data in Python
J Montiel, M Halford, SM Mastelini, G Bolmier, R Sourty, R Vaysse, ...
Journal of Machine Learning Research 22 (110), 1--8, 2021
1922021
Creme, a python library for online machine learning
M Halford, G Bolmier, R Sourty, R Vaysse, A Zouitine
252019
An Approach Based on Bayesian Networks for Query Selectivity Estimation
M Halford, P Saint-Pierre, F Morvan
International Conference on Database Systems for Advanced Applications, 3-19, 2019
172019
Entropic Variable Boosting for Explainability & Interpretability in Machine Learning
F Bachoc, F Gamboa, JM Loubes, L Risser
13*2018
Selectivity correction with online machine learning
M Halford, P Saint-Pierre, F Morvan
arXiv preprint arXiv:2009.09884, 2020
42020
Selectivity estimation with attribute value dependencies using linked bayesian networks
M Halford, P Saint-Pierre, F Morvan
Transactions on Large-Scale Data-and Knowledge-Centered Systems XLVI, 154-188, 2020
32020
Prince: Multivariate exploratory data analysis in Python
M Halford
https://github.com/MaxHalford/prince, 2016
3*2016
sorobn: Bayesian networks in Python
M Halford
https://github.com/MaxHalford/sorobn, 2020
2*2020
Target encoding done the right way
M Halford
https://maxhalford.github.io/blog/target-encoding, 2018
22018
StreamMLOps: Online learning in practice from big data streams & real-time applications
M Barry, J Montiel, A Bifet, N Manchev, S Wadkar, M Halford, R Chiky, ...
39th IEEE International Conference on Data Engineering, ICDE, 2023
12023
SWINN: Efficient nearest neighbor search in sliding windows using graphs
SM Mastelini, B Veloso, M Halford, ACP de Leon Ferreira, J Gama
Information Fusion 101, 101979, 2024
2024
Apprentissage statistique pour l'estimation de sélectivité en bases de données relationnelles
M Halford
Institut de Mathématiques de Toulouse, 2020
2020
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Articles 1–12