CESA BIANCHI, NICOLO' ANTONIO
CESA BIANCHI, NICOLO' ANTONIO
Dipartimento di Informatica Giovanni Degli Antoni
On the Minimax Regret for Online Learning with Feedback Graphs
2023 K. Eldowa, E. Esposito, T. Cesari, N. Cesa Bianchi
Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning
2023 P. Giuseppe Sessa, P. Laforgue, N. Cesa Bianchi, A. Krause
Delayed Bandits: When Do Intermediate Observations Help?
2023 E. Esposito, S. Masoudian, H. Qiu, D. VAN DER HOEVEN, N. Cesa-Bianchi, Y. Seldin
A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs
2023 D. van der Hoeven, L. Zierahn, T. Lancewicki, A. Rosenberg, N. Cesa Bianchi
Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts
2023 D. Van Der Hoeven, C. Pike-Burke, H. Qiu, N. Cesa Bianchi
Nonstochastic Contextual Combinatorial Bandits
2023 L. Zierahn, D. van der Hoeven, N. Cesa Bianchi, G. Neu
Repeated Bilateral Trade Against a Smoothed Adversary
2023 N. Cesa Bianchi, T. Cesari, R. Colomboni, F. Fusco, S. Leonardi
A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits
2022 P. Laforgue, G. Clerici, N. Cesa-Bianchi, R. Gilad-Bachrach
Multitask Online Mirror Descent
2022 N. Cesa Bianchi, P. Laforgue, A. Paudice, M. Pontil
Nonstochastic Bandits with Composite Anonymous Feedback
2022 N. Cesa Bianchi, T.R. Cesari, R. Colomboni, C. Gentile, Y. Mansour
Learning on the Edge: Online Learning with Stochastic Feedback Graphs
2022 E. Esposito, F. Fusco, D. van der Hoeven, N. Cesa Bianchi
Active Learning of Classifiers with Label and Seed Queries
2022 M. Bressan, N. Cesa Bianchi, S. Lattanzi, A. Paudice, M. Thiessen
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs
2022 C. Rouyer, D. van der Hoeven, N. Cesa Bianchi, Y. Seldin
Nonstochastic Bandits and Experts with Arm-Dependent Delays
2022 D. VAN DER HOEVEN, N. Cesa Bianchi
A Regret-Variance Trade-Off in Online Learning
2022 D. van der Hoeven, N. Zhivotovskiy, N. Cesa Bianchi
ROI Maximization in Stochastic Online Decision-Making
2021 N. Cesa Bianchi, T. Cesari, Y. Mansour, V. Perchet
A Regret Analysis of Bilateral Trade
2021 N. Cesa Bianchi, T. Cesari, R. Colomboni, F. Fusco, S. Leonardi
Beyond Bandit Feedback in Online Multiclass Classification
2021 D. van der Hoeven, F. Fusco, N. Cesa Bianchi
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries
2021 M. Bressan, N. Cesa Bianchi, S. Lattanzi, A. Paudice
Online Learning Algorithms
2021 N. Cesa Bianchi, F. Orabona