Theodoros Evgeniou

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

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

To combine or not to combine: selecting among forecasts and their combinations

Michèle Hibon, Theodoros Evgeniou · International Journal of Forecasting · 2004 · 325 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +8