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Books and Theses
- 2020
[b1]Max Halford:
Statistical learning for selectivity estimation in relational databases. (Apprentissage statistique pour l'estimation de sélectivité en bases de données relationnelles). Paul Sabatier University, Toulouse, France, 2020
Journal Articles
- 2024
- [j3]Saulo Martiello Mastelini
, Bruno Veloso, Max Halford, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
SWINN: Efficient nearest neighbor search in sliding windows using graphs. Inf. Fusion 101: 101979 (2024) - 2021
- [j2]Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet:
River: machine learning for streaming data in Python. J. Mach. Learn. Res. 22: 110:1-110:8 (2021) - 2020
- [j1]Max Halford, Philippe Saint-Pierre, Franck Morvan:
Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks. Trans. Large Scale Data Knowl. Centered Syst. 46: 154-188 (2020)
Conference and Workshop Papers
- 2023
- [c2]Mariam Barry, Jacob Montiel, Albert Bifet, Sameer Wadkar, Nikolay Manchev, Max Halford, Raja Chiky, Saad El Jaouhari, Katherine B. Shakman, Joudi Al Fehaily, Fabrice Le Deit, Vinh-Thuy Tran, Eric Guerizec:
StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications. ICDE 2023: 3508-3521 - 2019
- [c1]Max Halford, Philippe Saint-Pierre, Franck Morvan:
An Approach Based on Bayesian Networks for Query Selectivity Estimation. DASFAA (2) 2019: 3-19
Informal and Other Publications
- 2020
- [i4]Max Halford, Philippe Saint-Pierre, Franck Morvan:
Selectivity Estimation with Attribute Value Dependencies using Linked Bayesian Networks. CoRR abs/2009.09883 (2020) - [i3]Max Halford, Philippe Saint-Pierre, Franck Morvan:
Selectivity correction with online machine learning. CoRR abs/2009.09884 (2020) - [i2]Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet:
River: machine learning for streaming data in Python. CoRR abs/2012.04740 (2020) - 2019
- [i1]Max Halford, Philippe Saint-Pierre, Franck Morvan:
An Approach Based on Bayesian Networks for Query Selectivity Estimation. CoRR abs/1907.06295 (2019)
Coauthor Index
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