Max Halford

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Mining Data Streams

Selectivity Estimation

Top Venues

J. Mach. Learn. Res.

Publications

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 (2024)
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)
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 (2021)
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 (2020)
Max Halford, Philippe Saint-Pierre, Franck Morvan
Selectivity Estimation with Attribute Value Dependencies using Linked Bayesian Networks. CoRR (2020)
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 (2020)
Max Halford, Philippe Saint-Pierre, Franck Morvan
Selectivity correction with online machine learning. CoRR (2020)
Max Halford, Philippe Saint-Pierre, Franck Morvan
An Approach Based on Bayesian Networks for Query Selectivity Estimation. DASFAA (2) (2019)
Max Halford, Philippe Saint-Pierre, Franck Morvan
An Approach Based on Bayesian Networks for Query Selectivity Estimation. CoRR (2019)