Francesco Trovò

82 papers A* 14A 8B 4C 3Misc 1Journal 40Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Contrastive Variational AutoEncoder for NSCLC Survival Prediction with Missing Modalities.
CoRR
Michele Zanitti, Vanja Miskovic, Francesco Trovò, Alessandra Laura Giulia Pedrocchi, Ming Shen, Yan Kyaw Tun, Arsela Prelaj, Sokol Kosta
2026 J jnl
FARMER: Online-Learning-Based Workload Consolidation on Large FPGAs Accelerated With Dynamic Partial Reconfiguration.
IEEE Trans. Very Large Scale Integr. Syst.
Gabriele Montanaro, Francesco Trovò, Davide Zoni
2025 B conf
A Contrastive Variational AutoEncoder for NSCLC Survival Prediction with Missing Modalities.
IEEE Big Data
Michele Zanitti, Vanja Miskovic, Francesco Trovò, Alessandra Laura Giulia Pedrocchi, Ming Shen, Yan Kyaw Tun, Arsela Prelaj, Sokol Kosta
2025 B conf
A Reinforcement Learning Approach for Optimal Control in Microgrids.
IJCNN
Davide Salaorni, Federico Bianchi, Marcello Restelli, Francesco Trovò
2025 J jnl
A Reinforcement Learning Approach for Optimal Control in Microgrids.
CoRR
Davide Salaorni, Federico Bianchi, Francesco Trovò, Marcello Restelli
2025 J jnl
AReS: A patient simulator to facilitate testing of automated anesthesia.
Comput. Methods Programs Biomed.
Sara Hosseinirad, Manuela Merlo, Francesco Trovò, Emiliano Tognoli, Alberto Maria Metelli, Guy Albert Dumont
2025 — conf
An Ensemble Approach to Predict Immunotherapy Efficacy in Non-Small Cell Lung Cancer Using Digital Pathology.
AIAI (4)
Aleksandra Zec, Marcello Matteo Declich, Matteo Sacco, Francesco Trovò, Daniele Lorenzini, Arsela Prelaj, Vanja Miskovic
2025 C conf
FARMER: An Online-Learning Driven Methodology for Workload Consolidation on Large FPGAs.
ISCAS
Gabriele Montanaro, Francesco Trovò, Davide Zoni
2025 J jnl
Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning.
CoRR
Davide Salaorni, Vincenzo De Paola, Samuele Delpero, Giovanni Dispoto, Paolo Bonetti, Alessio Russo, Giuseppe Calcagno, Francesco Trovò, Matteo Papini, Alberto Maria Metelli, Marco Mussi, Marcello Restelli
2025 J jnl
LeakSealer: A Semisupervised Defense for LLMs Against Prompt Injection and Leakage Attacks.
CoRR
Francesco Panebianco, Stefano Bonfanti, Francesco Trovò, Michele Carminati
2025 J jnl
Online learning in sequential Bayesian persuasion: Handling unknown priors.
Artif. Intell.
Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trovò
2025 — conf
Safe Online Bid Optimization with Return on Investment and Budget Constraints.
KDD (1)
Matteo Castiglioni, Alessandro Nuara, Giulia Romano, Giorgio Spadaro, Francesco Trovò, Nicola Gatti
2025 J jnl
The evolutionary dynamics of soft-max policy gradient in multi-agent settings.
Theor. Comput. Sci.
Martino Bernasconi, Federico Cacciamani, Simone Fioravanti, Nicola Gatti, Francesco Trovò
2025 J jnl
Thompson Sampling-like Algorithms for Stochastic Rising Bandits.
CoRR
Marco Fiandri, Alberto Maria Metelli, Francesco Trovò
2024 J jnl
A multivariate approach for fuzzy prediction interval design and its application for a climatization system forecasting.
Expert Syst. Appl.
Oscar Cartagena, Francesco Trovò, Doris Sáez
2024 J jnl
Adapting bandit algorithms for settings with sequentially available arms.
Eng. Appl. Artif. Intell.
Marco Gabrielli, Manuela Antonelli, Francesco Trovò
2024 A* conf
Best Arm Identification for Stochastic Rising Bandits.
ICML
Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli
2024 A conf
Dissimilarity Bandits.
AISTATS
Paolo Battellani, Alberto Maria Metelli, Francesco Trovò
2024 J jnl
Evolving Fuzzy Prediction Intervals in Nonstationary Environments.
IEEE Trans. Emerg. Top. Comput. Intell.
Oscar Cartagena, Francesco Trovò, Manuel Roveri, Doris Sáez
2024 A conf
Learning Extensive-Form Perfect Equilibria in Two-Player Zero-Sum Sequential Games.
AISTATS
Martino Bernasconi, Alberto Marchesi, Francesco Trovò
2024 — conf
Prediction of Kellgren-Lawrence Grade of Knee Osteoarthritis by Deep Residual Networks Using MR Image with Segmented Image and Slice Position.
ICAART (3)
Daniele Manfredonia, Seiichi Harata, Takuto Sakuma, Francesco Trovò, Shohei Kato
2024 J jnl
Rising Rested Bandits: Lower Bounds and Efficient Algorithms.
CoRR
Marco Fiandri, Alberto Maria Metelli, Francesco Trovò
2024 J jnl
Sliding-Window Thompson Sampling for Non-Stationary Settings.
CoRR
Marco Fiandri, Alberto Maria Metelli, Francesco Trovò
2023 J jnl
ARLO: A framework for Automated Reinforcement Learning.
Expert Syst. Appl.
Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli
2023 — conf
Advancing Fraud Detection Systems Through Online Learning.
ECML/PKDD (6)
Tommaso Paladini, Martino Bernasconi de Luca, Michele Carminati, Mario Polino, Francesco Trovò, Stefano Zanero
2023 J jnl
Best Arm Identification for Stochastic Rising Bandits.
CoRR
Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli
2023 A* conf
Constrained Phi-Equilibria.
ICML
Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Francesco Trovò, Nicola Gatti
2023 J jnl
Constrained Phi-Equilibria.
CoRR
Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Francesco Trovò, Nicola Gatti
2023 A* conf
Dynamic Pricing with Volume Discounts in Online Settings.
AAAI
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
2023 J jnl
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems.
IEEE Trans. Neural Networks Learn. Syst.
Filippo Fedeli, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli
2023 — conf
MetaLung: Towards a Secure Architecture for Lung Cancer Patient Care on the Metaverse.
MetaCom
Michele Zanitti, Mieszko Ferens, Alberto Ferrarin, Francesco Trovò, Vanja Miskovic, Arsela Prelaj, Ming Shen, Sokol Kosta
2023 A* conf
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion.
ICML
Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Francesco Trovò, Nicola Gatti
2023 J jnl
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion.
CoRR
Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Nicola Gatti, Francesco Trovò
2022 J jnl
ARLO: A Framework for Automated Reinforcement Learning.
CoRR
Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli
2022 — conf
Dark-Pool Smart Order Routing: a Combinatorial Multi-armed Bandit Approach.
ICAIF
Martino Bernasconi, Stefano Martino, Edoardo Vittori, Francesco Trovò, Marcello Restelli
2022 J jnl
Dynamic Pricing with Volume Discounts in Online Settings.
CoRR
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
2022 J jnl
Last-iterate Convergence to Trembling-hand Perfect Equilibria.
CoRR
Martino Bernasconi, Alberto Marchesi, Francesco Trovò
2022 A* conf
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts.
IJCAI
Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli
2022 J jnl
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts.
CoRR
Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli
2022 J jnl
Online joint bid/daily budget optimization of Internet advertising campaigns.
Artif. Intell.
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
2022 A* conf
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits.
KDD
Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli
2022 A* conf
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints.
ICML
Martino Bernasconi, Federico Cacciamani, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trovò
2022 J jnl
Safe Online Bid Optimization with Return-On-Investment and Budget Constraints subject to Uncertainty.
CoRR
Matteo Castiglioni, Alessandro Nuara, Giulia Romano, Giorgio Spadaro, Francesco Trovò, Nicola Gatti
2022 A* conf
Sequential Information Design: Learning to Persuade in the Dark.
NeurIPS
Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trovò
2022 J jnl
Sequential Information Design: Learning to Persuade in the Dark.
CoRR
Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trovò
2022 A* conf
Stochastic Rising Bandits.
ICML
Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli
2022 J jnl
Stochastic Rising Bandits.
CoRR
Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli
2022 A conf
The Evolutionary Dynamics of Soft-Max Policy Gradient in Multi-Agent Settings.
AAMAS
Martino Bernasconi, Federico Cacciamani, Simone Fioravanti, Nicola Gatti, Francesco Trovò
2021 J jnl
Adapting Bandit Algorithms for Settings with Sequentially Available Arms.
CoRR
Marco Gabrielli, Francesco Trovò, Manuela Antonelli
2021 — conf
Conservative Online Convex Optimization.
ECML/PKDD (1)
Martino Bernasconi de Luca, Edoardo Vittori, Francesco Trovò, Marcello Restelli
2021 — conf
Exploiting History Data for Nonstationary Multi-armed Bandit.
ECML/PKDD (1)
Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli
2021 A* conf
Exploiting Opponents Under Utility Constraints in Sequential Games.
NeurIPS
Martino Bernasconi de Luca, Federico Cacciamani, Simone Fioravanti, Nicola Gatti, Alberto Marchesi, Francesco Trovò
2020 J jnl
A privacy-preserving tests optimization algorithm for epidemics containment.
CoRR
Alessandro Nuara, Francesco Trovò, Nicola Gatti
2020 — conf
Dealing with transaction costs in portfolio optimization: online gradient descent with momentum.
ICAIF
Edoardo Vittori, Martino Bernasconi de Luca, Francesco Trovò, Marcello Restelli
2020 A conf
Driving Exploration by Maximum Distribution in Gaussian Process Bandits.
AAMAS
Alessandro Nuara, Francesco Trovò, Dominic Crippa, Nicola Gatti, Marcello Restelli
2020 A conf
Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces.
AAMAS
Alberto Marchesi, Francesco Trovò, Nicola Gatti
2020 J jnl
Online Joint Bid/Daily Budget Optimization of Internet Advertising Campaigns.
CoRR
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
2020 J jnl
Sliding-Window Thompson Sampling for Non-Stationary Settings.
J. Artif. Intell. Res.
Francesco Trovò, Marcello Restelli, Nicola Gatti
2019 A* conf
Dealing with Interdependencies and Uncertainty in Multi-Channel Advertising Campaigns Optimization.
WWW
Alessandro Nuara, Nicola Sosio, Francesco Trovò, Maria Chiara Zaccardi, Nicola Gatti, Marcello Restelli
2019 J jnl
Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces.
CoRR
Alberto Marchesi, Francesco Trovò, Nicola Gatti
2018 A* conf
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns.
AAAI
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
2018 J jnl
Improving multi-armed bandit algorithms in online pricing settings.
Int. J. Approx. Reason.
Francesco Trovò, Stefano Paladino, Marcello Restelli, Nicola Gatti
2018 B conf
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback.
IJCNN
Margherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
2017 J jnl
An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks.
Int. J. Neural Syst.
Manuel Roveri, Francesco Trovò
2017 A conf
Regret Minimization Algorithms for the Followers Behaviour Identification in Leadership Games.
UAI
Lorenzo Bisi, Giuseppe De Nittis, Francesco Trovò, Marcello Restelli, Nicola Gatti
2017 B conf
Risk-averse trees for learning from logged bandit feedback.
IJCNN
Francesco Trovò, Stefano Paladino, Paolo Simone, Marcello Restelli, Nicola Gatti
2017 A* conf
Unimodal Thompson Sampling for Graph-Structured Arms.
AAAI
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti
2016 A conf
Budgeted Multi-Armed Bandit in Continuous Action Space.
ECAI
Francesco Trovò, Stefano Paladino, Marcello Restelli, Nicola Gatti
2016 J jnl
Machine Learning Techniques for Stackelberg Security Games: a Survey.
CoRR
Giuseppe De Nittis, Francesco Trovò
2016 — ch.
Making Intelligent the Embedded Systems Through Cognitive Outlier and Fault Detection.
Advances in Neural Networks
Manuel Roveri, Francesco Trovò
2016 J jnl
Unimodal Thompson Sampling for Graph-Structured Arms.
CoRR
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti
2015 — —
A cognitive fault detection and diagnosis system for sensor networks.
Francesco Trovò
2015 J jnl
Truthful learning mechanisms for multi-slot sponsored search auctions with externalities.
Artif. Intell.
Nicola Gatti, Alessandro Lazaric, Marco Rocco, Francesco Trovò
2014 J jnl
A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks.
IEEE Trans. Neural Networks Learn. Syst.
Cesare Alippi, Manuel Roveri, Francesco Trovò
2014 Misc conf
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks.
AIAI
Manuel Roveri, Francesco Trovò
2014 C conf
Learning causal dependencies to etect and diagnose faults in sensor networks.
IES
Cesare Alippi, Manuel Roveri, Francesco Trovò
2014 C conf
On Power and Energy Consumption Modeling for Smart Mobile Devices.
EUC
Matteo Ferroni, Andrea Cazzola, Francesco Trovò, Donatella Sciuto, Marco Domenico Santambrogio
2014 J jnl
Truthful Learning Mechanisms for Multi-Slot Sponsored Search Auctions with Externalities.
CoRR
Nicola Gatti, Alessandro Lazaric, Marco Rocco, Francesco Trovò
2013 J jnl
Adaptive and Flexible Smartphone Power Modeling.
Mob. Networks Appl.
A. A. Nacci, Francesco Trovò, Filippo Maggi, Matteo Ferroni, Andrea Cazzola, Donatella Sciuto, Marco D. Santambrogio
2012 — conf
A "Learning from Models" Cognitive Fault Diagnosis System.
ICANN (2)
Cesare Alippi, Manuel Roveri, Francesco Trovò
2012 A* conf
A truthful learning mechanism for contextual multi-slot sponsored search auctions with externalities.
EC
Nicola Gatti, Alessandro Lazaric, Francesco Trovò
2012 A conf
A truthful learning mechanism for multi-slot sponsored search auctions with externalities.
AAMAS
Nicola Gatti, Alessandro Lazaric, Francesco Trovò