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Genalti, Gianmarco
10 publications
NeurIPS
2025
Data-Dependent Regret Bounds for Constrained MABs
Gianmarco Genalti
,
Francesco Emanuele Stradi
,
Matteo Castiglioni
,
Alberto Marchesi
,
Nicola Gatti
COLT
2025
Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters
Gianmarco Genalti
,
Alberto Maria Metelli
NeurIPS
2025
Tightening Regret Lower and Upper Bounds in Restless Rising Bandits
Cristiano Migali
,
Marco Mussi
,
Gianmarco Genalti
,
Alberto Maria Metelli
COLT
2024
(ε, U)-Adaptive Regret Minimization in Heavy-Tailed Bandits
Gianmarco Genalti
,
Lupo Marsigli
,
Nicola Gatti
,
Alberto Maria Metelli
AISTATS
2024
Autoregressive Bandits
Francesco Bacchiocchi
,
Gianmarco Genalti
,
Davide Maran
,
Marco Mussi
,
Marcello Restelli
,
Nicola Gatti
,
Alberto Maria Metelli
IJCAI
2024
Enhancing Manufacturing with AI-Powered Process Design
Gianmarco Genalti
,
Gabriele Corbo
,
Tommaso Bianchi
,
Marco Missaglia
,
Luca Negri
,
Andrea Sala
,
Luca Magri
,
Giacomo Boracchi
,
Giovanni Miragliotta
,
Nicola Gatti
ICML
2024
Graph-Triggered Rising Bandits
Gianmarco Genalti
,
Marco Mussi
,
Nicola Gatti
,
Marcello Restelli
,
Matteo Castiglioni
,
Alberto Maria Metelli
ICML
2024
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints
Francesco Emanuele Stradi
,
Jacopo Germano
,
Gianmarco Genalti
,
Matteo Castiglioni
,
Alberto Marchesi
,
Nicola Gatti
AAAI
2023
Dynamic Pricing with Volume Discounts in Online Settings
Marco Mussi
,
Gianmarco Genalti
,
Alessandro Nuara
,
Francesco Trovò
,
Marcello Restelli
,
Nicola Gatti
NeurIPSW
2023
Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits
Gianmarco Genalti
,
Lupo Marsigli
,
Nicola Gatti
,
Alberto Maria Metelli