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

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A "learning from models'' cognitive fault diagnosis system 1-gen-2012 ALIPPI, CESAREROVERI, MANUELTROVO', FRANCESCO
A truthful learning mechanism for multi-slot sponsored search auctions with externalities 1-gen-2012 GATTI, NICOLATROVO', FRANCESCO +
A truthful learning mechanism for contextual multi-slot sponsored search auctions with externalities 1-gen-2012 GATTI, NICOLATROVO', FRANCESCO +
Adaptive and Flexible Smartphone Power Modeling 1-gen-2013 NACCI, ALESSANDRO ANTONIOTROVO', FRANCESCOMAGGI, FEDERICOFERRONI, MATTEOSCIUTO, DONATELLASANTAMBROGIO, MARCO DOMENICO +
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks 1-gen-2014 ROVERI, MANUELTROVO', FRANCESCO
Learning causal dependencies to detect and diagnose faults in sensor networks 1-gen-2014 ALIPPI, CESAREROVERI, MANUELTROVO', FRANCESCO
On Power and Energy Consumption Modeling for Smart Mobile Devices 1-gen-2014 FERRONI, MATTEOTROVO', FRANCESCOSCIUTO, DONATELLASANTAMBROGIO, MARCO DOMENICO +
A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks 1-gen-2014 ALIPPI, CESAREROVERI, MANUELTROVO', FRANCESCO
Multi-armed bandit for pricing 1-gen-2015 Francesco TrovòStefano PaladinoMarcello RestelliNicola Gatti
Truthful learning mechanisms for multi-slot sponsored search auctions with externalities 1-gen-2015 GATTI, NICOLAROCCO, MARCOTROVO', FRANCESCO +
Budgeted Multi-Armed Bandit in Continuous Action Space 1-gen-2016 TROVO', FRANCESCOPALADINO, STEFANORESTELLI, MARCELLOGATTI, NICOLA
Model- vs. data-based approaches applied to fault diagnosis in potable water supply networks 1-gen-2016 Alippi C.Roveri M.Trovò Francesco +
Internet advertising for non-stationary environments 1-gen-2017 EM ItaliaA NuaraFrancesco TrovòMarcello RestelliN Gatti +
An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks 1-gen-2017 Roveri, ManuelTrovò, Francesco
Risk-averse trees for learning from logged bandit feedback 1-gen-2017 TROVO', FRANCESCOPALADINO, STEFANOSIMONE, PAOLORESTELLI, MARCELLOGATTI, NICOLA
Regret Minimization Algorithms for the Follower’s Behaviour Identification in Leadership Games 1-gen-2017 Bisi, LorenzoDE NITTIS, GIUSEPPETROVO', FRANCESCORESTELLI, MARCELLOGATTI, NICOLA
Unimodal Thompson Sampling for Graph-Structured Arms 1-gen-2017 PALADINO, STEFANOTROVO', FRANCESCORESTELLI, MARCELLOGATTI, NICOLA
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
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback 1-gen-2018 Nuara, AlessandroTrovò, FrancescoGatti, NicolaRestelli, Marcello +
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
Improving multi-armed bandit algorithms in online pricing settings 1-gen-2018 Trovò, FrancescoPaladino, StefanoRestelli, MarcelloGatti, Nicola
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. +
Learning Maximin Strategies with Best Arm Identification Techniques 1-gen-2020 Alberto MarchesiFrancesco TrovòNicola Gatti
Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces 1-gen-2020 Alberto MarchesiFrancesco TrovòNicola Gatti
Dealing with Transaction Costs in Portfolio Optimization: Online Gradient Descent with Momentum 1-gen-2020 E VittoriMartino Bernasconi de LucaFrancesco TrovòM Restelli
Driving exploration by maximum distribution in gaussian process bandits 1-gen-2020 A. NuaraF. TrovòN GattiM. Restelli +
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 +
Sliding-Window Thompson Sampling for Non-Stationary Settings 1-gen-2020 Trovo, FrancescoPaladino, StefanoRestelli, MarcelloGatti, Nicola
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 +
Abstract PO-065: Artificial intelligence to improve selection for NSCLC patients treated with immunotherapy 1-gen-2021 Prelaj, ArselaRestelli, MarcelloPedrocchi, AlessandraTrovo, Francesco +
A voltage dynamic-based state of charge estimation method for batteries storage systems 1-gen-2021 Mussi M.Restelli M.Trovò Francesco +
Conservative Online Convex Optimization 1-gen-2021 Bernasconi de LucaVittori 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 +
Online joint bid/daily budget optimization of Internet advertising campaigns 1-gen-2022 Nuara A.Trovo F.Gatti N.Restelli M.
Sequential Information Design: Learning to Persuade in the Dark 1-gen-2022 Martino BernasconiMatteo CastiglioniAlberto MarchesiNicola GattiFrancesco Trovò
Automatic optimization of temporal monitoring schemes dealing with daily water contaminant concentration patterns 1-gen-2022 Gabrielli, M.Trovò, F.Antonelli, M.
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 +
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts 1-gen-2022 Romano, GiuliaAgostini, AndreaTrovo, FrancescoGatti, NicolaRestelli, Marcello
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.
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 +
Stochastic Rising Bandits 1-gen-2022 Alberto Maria MetelliFrancesco Trovo'Marcello Restelli +
The Evolutionary Dynamics of Soft-Max Policy Gradient in Multi-Agent Settings 1-gen-2022 Martino BernasconiFederico CacciamaniNicola GattiFrancesco Trovò +
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints 1-gen-2022 Martino BernasconiFederico CacciamaniMatteo CastiglioniAlberto MarchesiNicola GattiFrancesco Trovò
Mostrati risultati da 1 a 50 di 65
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