Concepedia

Massimiliano Pontil

MP

121

Publications

17.9K

Citations

58

H-Index

1998

Active since

Affiliations

University College London(Current)

Italian Institute of Technology

University of Genoa

INSEAD

Massimiliano Pontil is an author at University College London specializing in engineering, data science, and machine learning.

Top concepts

EngineeringMachine LearningComputer ScienceData SciencePattern RecognitionDeep LearningArtificial IntelligenceKnowledge DiscoverySupervised LearningStatistics

Publications per year

1998–2024

121

Publications

121

Regularized multi--task learning

Theodoros Evgeniou, Massimiliano Pontil · 2004 · 1.5K citations

Artificial Intelligence, Novel Kernel Function, Multiple Instance Learning +17

Convex multi-task feature learning

Andreas A. Argyriou, Theodoros Evgeniou, Massimiliano Pontil · Machine Learning · 2008 · 1.4K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +6

Regularization Networks and Support Vector Machines

Theodoros Evgeniou, Massimiliano Pontil, Tomaso Poggio · Advances in Computational Mathematics · 2000 · 1.2K citations

Feature Selection for SVMs

Jason Weston, Sayan Mukherjee, Olivier Chapelle et al. · 2000 · 977 citations

Learning Multiple Tasks with Kernel Methods

Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil · Journal of Machine Learning Research · 2005 · 836 citations

Artificial Intelligence, Multiple Tasks, Multiple Instance Learning +17

Rows per page

1–5 of 121