Claudio Gentile

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 81

Top Venues

Publications

Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, André Panisson
Adversarial Online Collaborative Filtering. ALT (2024)
Róbert Istvan Busa-Fekete, Travis Dick, Claudio Gentile, Andrés Muñoz Medina, Adam D. Smith, Marika Swanberg
Auditing Privacy Mechanisms via Label Inference Attacks. CoRR (2024)
Claudio Gentile, Gaia Nicosia, Andrea Pacifici, Giuseppe Stecca, Paolo Ventura
Preface: 18th Cologne-Twente Workshop on graphs and combinatorial optimization (CTW 2020). Discret. Appl. Math. 354 (2024)
Christoph Dann, Claudio Gentile, Aldo Pacchiano
Data-Driven Online Model Selection With Regret Guarantees. AISTATS (2024)
Francesco Bonchi, Claudio Gentile, André Panisson, Fabio Vitale
Fast and Effective GNN Training with Linearized Random Spanning Trees. CoRR (2023)
Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile
Regret Guarantees for Adversarial Online Collaborative Filtering. CoRR (2023)
Alekh Agarwal, Claudio Gentile, Teodor V. Marinov
Leveraging User-Triggered Supervision in Contextual Bandits. CoRR (2023)
Aldo Pacchiano, Christoph Dann, Claudio Gentile
Data-Driven Regret Balancing for Online Model Selection in Bandits. CoRR (2023)
Róbert Busa-Fekete, Heejin Choi, Travis Dick, Claudio Gentile, Andrés Muñoz Medina
Easy Learning from Label Proportions. NeurIPS (2023)
Claudio Gentile, Diego Maria Pinto, Giuseppe Stecca
Price of robustness optimization through demand forecasting with an application to waste management. Soft Comput. 27 (18) (2023)
Renan Spencer Trindade, Claudia D'Ambrosio, Antonio Frangioni, Claudio Gentile
Comparing perspective reformulations for piecewise-convex optimization. Oper. Res. Lett. 51 (6) (2023)
Róbert Istvan Busa-Fekete, Heejin Choi, Travis Dick, Claudio Gentile, Andrés Muñoz Medina
Easy Learning from Label Proportions. CoRR (2023)
Adrian Tobar, Jordi Castro, Claudio Gentile
A New Mathematical Optimization-Based Method for the m-invariance Problem. CoRR (2023)
Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal
A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. ICRA (2023)
Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga
An algorithm for the microaggregation problem using column generation. Comput. Oper. Res. 144 (2022)
Claudio Gentile, Zhilei Wang, Tong Zhang
Achieving Minimax Rates in Pool-Based Batch Active Learning. ICML (2022)
Aldo Pacchiano, Christoph Dann, Claudio Gentile
Best of Both Worlds Model Selection. NeurIPS (2022)
Aldo Pacchiano, Christoph Dann, Claudio Gentile
Best of Both Worlds Model Selection. CoRR (2022)
Claudio Gentile, Zhilei Wang, Tong Zhang
Achieving Minimax Rates in Pool-Based Batch Active Learning. CoRR (2022)
Daniel Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti
Mathematical programming formulations for the alternating current optimal power flow problem. Ann. Oper. Res. 314 (1) (2022)
Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal
A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. CoRR (2022)
Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga
An Optimization-Based Decomposition Heuristic for the Microaggregation Problem. PSD (2022)
Róbert Busa-Fekete, Heejin Choi, Krzysztof Dembczynski, Claudio Gentile, Henry Reeve, Balázs Szörényi
Regret Bounds for Multilabel Classification in Sparse Label Regimes. NeurIPS (2022)
Anirban Santara, Gaurav Aggarwal, Shuai Li, Claudio Gentile
Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback. AISTATS (2022)
Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Claudio Gentile, Yishay Mansour
Nonstochastic Bandits with Composite Anonymous Feedback. J. Mach. Learn. Res. 23 (2022)
Leonardo Cella, Massimiliano Pontil, Claudio Gentile
Best Model Identification: A Rested Bandit Formulation. ICML (2021)
Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar
Batch Active Learning at Scale. CoRR (2021)
Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar
Batch Active Learning at Scale. NeurIPS (2021)
Anirban Santara, Claudio Gentile, Gaurav Aggarwal, Shuai Li
On Learning to Rank Long Sequences with Contextual Bandits. CoRR (2021)
Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert
Adapting to Misspecification in Contextual Bandits. CoRR (2021)
Zhilei Wang, Pranjal Awasthi, Christoph Dann, Ayush Sekhari, Claudio Gentile
Neural Active Learning with Performance Guarantees. NeurIPS (2021)
Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees. ICML (2021)
Ashok Cutkosky, Christoph Dann, Abhimanyu Das, Claudio Gentile, Aldo Pacchiano, Manish Purohit
Dynamic Balancing for Model Selection in Bandits and RL. ICML (2021)
Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Claudio Gentile, Yishay Mansour
Nonstochastic Bandits with Composite Anonymous Feedback. CoRR (2021)
Giulia DeSalvo, Claudio Gentile, Tobias Sommer Thune
Online Active Learning with Surrogate Loss Functions. NeurIPS (2021)
Pranjal Awasthi, Christoph Dann, Claudio Gentile, Ayush Sekhari, Zhilei Wang
Neural Active Learning with Performance Guarantees. CoRR (2021)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Online Learning with Dependent Stochastic Feedback Graphs. ICML (2020)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Adaptive Region-Based Active Learning. CoRR (2020)
Antonio Frangioni, Claudio Gentile, James T. Hungerford
Decompositions of Semidefinite Matrices and the Perspective Reformulation of Nonseparable Quadratic Programs. Math. Oper. Res. 45 (1) (2020)
Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert
Adapting to Misspecification in Contextual Bandits. NeurIPS (2020)
Leonardo Cella, Claudio Gentile, Massimiliano Pontil
Online Model Selection: a Rested Bandit Formulation. CoRR (2020)
Gianmarco Baldini, Claudio Gentile
Transient-Based Internet of Things Emitter Identification Using Convolutional Neural Networks and Optimized General Linear Chirplet Transform. IEEE Commun. Lett. 24 (7) (2020)
Dan Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti
Mathematical programming formulations for the alternating current optimal power flow problem. 4OR 18 (3) (2020)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Adaptive Region-Based Active Learning. ICML (2020)
Aldo Pacchiano, Christoph Dann, Claudio Gentile, Peter L. Bartlett
Regret Bound Balancing and Elimination for Model Selection in Bandits and RL. CoRR (2020)
Claudio Gentile, Fabio Vitale, Anand Rajagopalan
Flattening a Hierarchical Clustering through Active Learning. CoRR (2019)
Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile
An assessment of the impact of IQ imbalances on the physical layer authentication of IoT wireless devices. GIoTS (2019)
Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile
Active Learning with Disagreement Graphs. ICML (2019)
Claudia D'Ambrosio, Antonio Frangioni, Claudio Gentile
Strengthening the sequential convex MINLP technique by perspective reformulations. Optim. Lett. 13 (4) (2019)
Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
Delay and Cooperation in Nonstochastic Bandits. J. Mach. Learn. Res. 20 (2019)
Fabio Vitale, Anand Rajagopalan, Claudio Gentile
Flattening a Hierarchical Clustering through Active Learning. NeurIPS (2019)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Region-Based Active Learning. AISTATS (2019)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
Online Learning with Sleeping Experts and Feedback Graphs. ICML (2019)
Claudio Gentile, Nikos Parotsidis, Fabio Vitale
Online Reciprocal Recommendation with Theoretical Performance Guarantees. NeurIPS (2018)
Kamalika Chaudhuri, Claudio Gentile
Special Issue on ALT 2015: Guest Editors' Introduction. Theor. Comput. Sci. 716 (2018)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
Online Learning with Abstention. ICML (2018)
Fabio Vitale, Nikos Parotsidis, Claudio Gentile
Online Reciprocal Recommendation with Theoretical Performance Guarantees. CoRR (2018)
Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile, Gary Steri
Measures to Address the Lack of Portability of the RF Fingerprints for Radiometric Identification. NTMS (2018)
Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
On Similarity Prediction and Pairwise Clustering. ALT (2018)
Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
Nonstochastic Bandits with Composite Anonymous Feedback. COLT (2018)
Gianmarco Baldini, Raimondo Giuliani, Gary Steri, Ignacio Sanchez, Claudio Gentile
The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices. SCVT (2017)
Gianmarco Baldini, Franc Dimc, Roman Kamnik, Gary Steri, Raimondo Giuliani, Claudio Gentile
Identification of Mobile Phones Using the Built-In Magnetometers Stimulated by Motion Patterns. Sensors 17 (4) (2017)
Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz
Online Nonparametric Learning, Chaining, and the Role of Partial Feedback. CoRR (2017)
Claudio Gentile, Shuai Li, Purushottam Kar, Alexandros Karatzoglou, Giovanni Zappella, Evans Etrue
On Context-Dependent Clustering of Bandits. ICML (2017)
Gianmarco Baldini, Gary Steri, Raimondo Giuliani, Claudio Gentile
Imaging time series for internet of things radio frequency fingerprinting. ICCST (2017)
Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
On the Troll-Trust Model for Edge Sign Prediction in Social Networks. AISTATS (2017)
Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
On Pairwise Clustering with Side Information. CoRR (2017)
Claudio Gentile, Germán Morales-España, Andrés Ramos
A tight MIP formulation of the unit commitment problem with start-up and shut-down constraints. EURO J. Comput. Optim. 5 (1-2) (2017)
Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir
Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback. SIAM J. Comput. 46 (6) (2017)
Nicolò Cesa-Bianchi, Claudio Gentile, Gábor Lugosi, Gergely Neu
Boltzmann Exploration Done Right. CoRR (2017)
Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz
Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning. COLT (2017)
Nicolò Cesa-Bianchi, Claudio Gentile, Gergely Neu, Gábor Lugosi
Boltzmann Exploration Done Right. NIPS (2017)
Antonio Frangioni, Fabio Furini, Claudio Gentile
Improving the Approximated Projected Perspective Reformulation by dual information. Oper. Res. Lett. 45 (5) (2017)
Antonio Frangioni, Fabio Furini, Claudio Gentile
Approximated perspective relaxations: a project and lift approach. Comput. Optim. Appl. 63 (3) (2016)
Shuai Li, Alexandros Karatzoglou, Claudio Gentile
Collaborative Filtering Bandits. SIGIR (2016)
Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
On the Troll-Trust Model for Edge Sign Prediction in Social Networks. CoRR (2016)
Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora
Delay and Cooperation in Nonstochastic Bandits. COLT (2016)
Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora
Delay and Cooperation in Nonstochastic Bandits. CoRR (2016)
Shuai Li, Claudio Gentile, Alexandros Karatzoglou, Giovanni Zappella
Online Context-Dependent Clustering in Recommendations based on Exploration-Exploitation Algorithms. CoRR (2016)
Anna Galluccio, Claudio Gentile
The stable set polytope of icosahedral graphs. Discret. Math. 339 (2) (2016)
Shuai Li, Claudio Gentile, Alexandros Karatzoglou
Graph Clustering Bandits for Recommendation. CoRR (2016)
Germán Morales-España, Claudio Gentile, Andrés Ramos
Tight MIP formulations of the power-based unit commitment problem. OR Spectr. 37 (4) (2015)
Shuai Li, Claudio Gentile, Alexandros Karatzoglou, Giovanni Zappella
Data-Dependent Clustering in Exploration-Exploitation Algorithms. CoRR (2015)
Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
Regret Minimization for Reserve Prices in Second-Price Auctions. IEEE Trans. Inf. Theory 61 (1) (2015)
Claudio Gentile, Shuai Li, Giovanni Zappella
Online Clustering of Bandits. ICML (2014)
Anna Galluccio, Claudio Gentile, Paolo Ventura
The stable set polytope of claw-free graphs with stability number at least four. I. Fuzzy antihat graphs are W-perfect. J. Comb. Theory, Ser. B 107 (2014)
Claudio Gentile, Shuai Li, Giovanni Zappella
Online Clustering of Bandits. CoRR (2014)
Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir
Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback. CoRR (2014)
Claudio Gentile, Francesco Orabona
On multilabel classification and ranking with bandit feedback. J. Mach. Learn. Res. 15 (1) (2014)
Anna Galluccio, Claudio Gentile, Paolo Ventura
The stable set polytope of claw-free graphs with stability number at least four. II. Striped graphs are G-perfect. J. Comb. Theory, Ser. B 108 (2014)
Jordi Castro, Antonio Frangioni, Claudio Gentile
Perspective Reformulations of the CTA Problem with L2 Distances. Oper. Res. 62 (4) (2014)
Anna Galluccio, Claudio Gentile, Paolo Ventura
22-clique-bond of stable set polyhedra. Discret. Appl. Math. 161 (13-14) (2013)
Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
See the Tree Through the Lines: The Shazoo Algorithm CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
A Correlation Clustering Approach to Link Classification in Signed Networks CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
Regret Minimization for Reserve Prices in Second-Price Auctions. SODA (2013)
Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
From Bandits to Experts: A Tale of Domination and Independence. CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
A Gang of Bandits. CoRR (2013)
Claudio Gentile, Mark Herbster, Stephen Pasteris
Online Similarity Prediction of Networked Data from Known and Unknown Graphs. COLT (2013)
Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
From Bandits to Experts: A Tale of Domination and Independence. NIPS (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
Active Learning on Trees and Graphs CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Claudio Gentile