Sotabase

Career

· Joint Appointment, Politecnico di Milano2022–
· Head of the School of Computer Science, University of Milan2013–2016
· Professor, University of Milan2002–
· PhD in Computer Science, University of Milan1993–
· MS in Computer Science, University of Milan1988–

Publications (100)

Prediction, learning, and games
2006
4,286
cited
Combinatorial Bandits
Annual Conference Computational Learning Theory · 2012
490
cited
Bandits With Heavy Tail
IEEE Transactions on Information Theory · 2012
316
cited
Incremental Algorithms for Hierarchical Classification
Neural Information Processing Systems · 2004
292
cited
Improved second-order bounds for prediction with expert advice
Machine-mediated learning · 2005
275
cited
Tracking the best hyperplane with a simple budget Perceptron
Machine-mediated learning · 2006
201
cited
Linear Algorithms for Online Multitask Classification
Annual Conference Computational Learning Theory · 2010
198
cited
Boltzmann Exploration Done Right
Neural Information Processing Systems · 2017
188
cited
Hierarchical classification: combining Bayes with SVM
International Conference on Machine Learning · 2006
185
cited
Regret Minimization for Reserve Prices in Second-Price Auctions
IEEE Transactions on Information Theory · 2013
176
cited
A Gang of Bandits
Neural Information Processing Systems · 2013
172
cited
Regret Minimization Under Partial Monitoring
2006 IEEE Information Theory Workshop - ITW '06 Punta del Este · 2006
172
cited
Online Learning with Feedback Graphs: Beyond Bandits
Annual Conference Computational Learning Theory · 2015
169
cited
Towards Minimax Policies for Online Linear Optimization with Bandit Feedback
Annual Conference Computational Learning Theory · 2012
162
cited
Delay and Cooperation in Nonstochastic Bandits
Annual Conference Computational Learning Theory · 2016
153
cited
Worst-Case Analysis of Selective Sampling for Linear Classification
Journal of machine learning research · 2006
142
cited
Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback
SIAM journal on computing (Print) · 2014
141
cited
Online Learning with Switching Costs and Other Adaptive Adversaries
Neural Information Processing Systems · 2013
127
cited
Minimizing regret with label efficient prediction
IEEE Transactions on Information Theory · 2004
124
cited
Efficient Second Order Online Learning by Sketching
Neural Information Processing Systems · 2016
100
cited
Sotabase