RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano

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Adapting bandit algorithms for settings with sequentially available arms 1-gen-2024 Gabrielli, MarcoAntonelli, ManuelaTrovo, Francesco
Evolving Fuzzy Prediction Intervals in Nonstationary Environments 1-gen-2024 Trovò, FrancescoRoveri, Manuel +
A Reinforcement Learning controller optimizing costs and battery State of Health in smart grids 1-gen-2024 Mussi, MarcoPellegrino, LuigiPindaro, Oscar FrancescoRestelli, MarcelloTrovo, Francesco
Artificial intelligence for predictive biomarker discovery in immuno-oncology: a systematic review 1-gen-2024 Prelaj, A.Miskovic, V.Trovo, F.Mazzeo, L.Provenzano, L.Favali, M.Ambrosini, E.Pedrocchi, A. L. G. +
SafeCREW: a holistic project to reduce NOM and DBPs in drinking water and minimize the human health risk under climate change scenarios 1-gen-2023 Beatrice CantoniLaura RivaCarola RomaniIlenia EpifaniFrancesco TrovoCarlo PuntaManuela Antonelli
Dealer markets: A reinforcement learning mean field game approach 1-gen-2023 Bernasconi, MartinoVittori, E.Trovo, FrancescoRestelli, Marcello
MetaLung: Towards a Secure Architecture for Lung Cancer Patient Care on the Metaverse 1-gen-2023 Ferrarin, AlbertoTrovo, FrancescoMiskovic, VanjaPrelaj, Arsela +
Advancing Fraud Detection Systems through Online Learning 1-gen-2023 T. PaladiniM. Bernasconi de LucaM. CarminatiM. PolinoF. Trovo'S. Zanero
Dynamic Pricing with Volume Discounts in Online Settings 1-gen-2023 M. MussiG. GenaltiA. NuaraF. Trovo'M. RestelliN. Gatti
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems 1-gen-2023 Fedeli FilippoMetelli Alberto MariaTrovo' FrancescoRestelli Marcello
ARLO: A framework for Automated Reinforcement Learning 1-gen-2023 Mussi, MarcoMetelli, Alberto MariaTrovo, FrancescoRestelli, Marcello +
The EU-funded I3LUNG Project: Integrative Science, Intelligent Data Platform for Individualized LUNG Cancer Care With Immunotherapy 1-gen-2023 Prelaj, ArselaTrovo', FrancescoPedrocchi, Alessandra Laura GiuliaRestelli, MarcelloAmbrosini, EmiliaNuara, AlessandroMazzeo, Laura +
Constrained Phi-Equilibria 1-gen-2023 Bernasconi Martino.Castiglioni M.Marchesi A.Trovo Francesco.Gatti N.
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion 1-gen-2023 Bernasconi MartinoCastiglioni MatteoMarchesi AlbertoTrovo FrancescoGatti Nicola +
The Evolutionary Dynamics of Soft-Max Policy Gradient in Multi-Agent Settings 1-gen-2022 Martino BernasconiFederico CacciamaniNicola GattiFrancesco Trovò +
An online state of health estimation method for lithium-ion batteries based on time partitioning and data-driven model identification 1-gen-2022 Mussi M.Restelli M.Trovo Francesco +
Dark-Pool Smart Order Routing: a Combinatorial Multi-armed Bandit Approach 1-gen-2022 Bernasconi de luca MartinoVittori E.Trovo' F.Restelli M.
Machine Learning Using Real-World and Translational Data to Improve Treatment Selection for NSCLC Patients Treated with Immunotherapy 1-gen-2022 Prelaj, ArselaRestelli, MarcelloPedrocchi, Alessandra Laura GiuliaTrovo', Francesco +
Stochastic Rising Bandits 1-gen-2022 Alberto Maria MetelliFrancesco Trovo'Marcello Restelli +
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts 1-gen-2022 Romano, GiuliaAgostini, AndreaTrovo, FrancescoGatti, NicolaRestelli, Marcello
Sequential Information Design: Learning to Persuade in the Dark 1-gen-2022 Martino BernasconiMatteo CastiglioniAlberto MarchesiNicola GattiFrancesco Trovò
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits 1-gen-2022 Mussi M.Genalti G.Trovo F.Nuara A.Gatti N.Restelli M.
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints 1-gen-2022 Martino BernasconiFederico CacciamaniMatteo CastiglioniAlberto MarchesiNicola GattiFrancesco Trovò
Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients 1-gen-2022 Prelaj, ArselaMiskovic, VanjaPesenti, MattiaMazzeo, LauraMarinacci, RobertoManglaviti, SaraRestelli, MarcelloTrovo, FrancescoPedrocchi, Alessandra Laura Giulia +
Automatic optimization of temporal monitoring schemes dealing with daily water contaminant concentration patterns 1-gen-2022 Gabrielli, M.Trovò, F.Antonelli, M.
Online joint bid/daily budget optimization of Internet advertising campaigns 1-gen-2022 Nuara A.Trovo F.Gatti N.Restelli M.
Learning Probably Approximately Correct Maximin Strategies in Games with Infinite Strategy Spaces 1-gen-2021 Alberto MarchesiFrancesco TrovoNicola Gatti
Exploiting History Data for Nonstationary Multi-armed Bandit 1-gen-2021 Chiusano F.Trovo' FrancescoCarrera D.Boracchi G.Restelli M. +
Exploiting Opponents Under Utility Constraints in Sequential Games 1-gen-2021 Martino Bernasconi de LucaFederico CacciamaniNicola GattiAlberto MarchesiFrancesco Trovò +
Conservative Online Convex Optimization 1-gen-2021 Bernasconi de LucaVittori E.Trovo' F.Restelli M.
A voltage dynamic-based state of charge estimation method for batteries storage systems 1-gen-2021 Mussi M.Restelli M.Trovò Francesco +
Abstract PO-065: Artificial intelligence to improve selection for NSCLC patients treated with immunotherapy 1-gen-2021 Prelaj, ArselaRestelli, MarcelloPedrocchi, AlessandraTrovo, Francesco +
Learning Maximin Strategies with Best Arm Identification Techniques 1-gen-2020 Alberto MarchesiFrancesco TrovòNicola Gatti
Driving exploration by maximum distribution in gaussian process bandits 1-gen-2020 A. NuaraF. TrovòN GattiM. Restelli +
Sliding-Window Thompson Sampling for Non-Stationary Settings 1-gen-2020 Trovo, FrancescoPaladino, StefanoRestelli, MarcelloGatti, Nicola
Dealing with Transaction Costs in Portfolio Optimization: Online Gradient Descent with Momentum 1-gen-2020 E VittoriMartino Bernasconi de LucaFrancesco TrovòM Restelli
Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces 1-gen-2020 Alberto MarchesiFrancesco TrovòNicola Gatti
Integrating clinical and biological prognostic biomarkers in patients with advanced NSCLC treated with immunotherapy: the DEMo score system 1-gen-2020 Prelaj, AGalli, GTrovo, F +
Learning Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces 1-gen-2019 Alberto MarchesiFrancesco TrovòNicola Gatti
IDIL: Exploiting Interdependence to Optimize Multi-Channel Advertising Campaigns 1-gen-2019 Alessandro NuaraFrancesco TrovòNicola GattiMarcello Restelli +
Dealing with interdependencies and uncertainty in multi-channel advertising campaigns optimization 1-gen-2019 Nuara A.Gatti N.Trovo F.Restelli M. +
Online Joint Bid/Budget Optimization of Pay-per-click Advertising Campaigns 1-gen-2018 Alessandro NuaraFrancesco TrovòMarcello RestelliNicola Gatti
When Gaussian Processes Meet Combinatorial Bandits: GCB 1-gen-2018 Alessandro NuaraFrancesco TrovòNicola GattiMarcello Restelli +
Online Follower's Behaviour Identification in Leadership Games 1-gen-2018 Lorenzo BisiGiuseppe De NittisFrancesco TrovòMarcello RestelliNicola Gatti
Improving Multi-Armed Bandit Algorithms for Pricing 1-gen-2018 Francesco TrovòStefano PaladinoMarcello RestelliNicola Gatti
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns 1-gen-2018 NUARA, ALESSANDROFrancesco TrovòNicola GattiMarcello Restelli
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback 1-gen-2018 Nuara, AlessandroTrovò, FrancescoGatti, NicolaRestelli, Marcello +
Improving multi-armed bandit algorithms in online pricing settings 1-gen-2018 Trovò, FrancescoPaladino, StefanoRestelli, MarcelloGatti, Nicola
Internet advertising for non-stationary environments 1-gen-2017 EM ItaliaA NuaraFrancesco TrovòMarcello RestelliN Gatti +
Unimodal Thompson Sampling for Graph-Structured Arms 1-gen-2017 PALADINO, STEFANOTROVO', FRANCESCORESTELLI, MARCELLOGATTI, NICOLA
Mostrati risultati da 1 a 50 di 65
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