Max Halford

According to our database, Max Halford authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

SWINN: Efficient nearest neighbor search in sliding windows using graphs.

Saulo Martiello Mastelini, Bruno Veloso, Max Halford, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama

Inf. Fusion, January, 2024

2023

StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications.

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

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2021

River: machine learning for streaming data in Python.

Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet

J. Mach. Learn. Res., 2021

2020

Statistical learning for selectivity estimation in relational databases. (Apprentissage statistique pour l'estimation de sélectivité en bases de données relationnelles).

Max Halford

PhD thesis, 2020

Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks.

Max Halford, Philippe Saint-Pierre, Franck Morvan

Trans. Large Scale Data Knowl. Centered Syst., 2020

Selectivity correction with online machine learning.

Max Halford, Philippe Saint-Pierre, Franck Morvan

CoRR, 2020

2019

An Approach Based on Bayesian Networks for Query Selectivity Estimation.

Max Halford, Philippe Saint-Pierre, Franck Morvan

Proceedings of the Database Systems for Advanced Applications, 2019