Gianmarco Genalti

According to our database, Gianmarco Genalti authored at least 13 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Catoni-Style Change Point Detection for Regret Minimization in Non-Stationary Heavy-Tailed Bandits.

Gianmarco Genalti, Sujay Bhatt, Nicola Gatti, Alberto Maria Metelli

CoRR, May, 2025

Data-Dependent Regret Bounds for Constrained MABs.

Gianmarco Genalti, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

CoRR, May, 2025

Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters.

Gianmarco Genalti, Alberto Maria Metelli

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

2024

Bridging Rested and Restless Bandits with Graph-Triggering: Rising and Rotting.

Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli

CoRR, 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

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints.

Francesco Emanuele Stradi, Jacopo Germano, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Graph-Triggered Rising Bandits.

Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

(ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits.

Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

Autoregressive Bandits.

Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits.

Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli

CoRR, 2023

A Best-of-Both-Worlds Algorithm for Constrained MDPs with Long-Term Constraints.

Jacopo Germano, Francesco Emanuele Stradi, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

CoRR, 2023

Dynamic Pricing with Volume Discounts in Online Settings.

Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits.

Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022