Claudio Gentile

194 papers A* 47A 7B 4C 3Misc 1Journal 108Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Statistical Learning from Attribution Sets. CoRR Lorne Applebaum, Róbert Busa-Fekete, August Y. Chen, Claudio Gentile, Tomer Koren, Aryan Mokhtari
2026	J	`jnl`	TBDFiltering: Sample-Efficient Tree-Based Data Filtering. CoRR Róbert Istvan Busa-Fekete, Julian Zimmert, Anne Xiangyi Zheng, Claudio Gentile, András György
2025	J	`jnl`	A new mathematical optimization-based method for the m-invariance problem. Soft Comput. Adrián Tobar Nicolau, Jordi Castro, Claudio Gentile
2025	—	`conf`	Fast and Effective GNN Training through Sequences of Random Path Graphs. KDD (1) Francesco Bonchi, Claudio Gentile, Francesco Paolo Nerini, André Panisson, Fabio Vitale
2025	A*	`conf`	Nearly Optimal Sample Complexity for Learning with Label Proportions. ICML Róbert Istvan Busa-Fekete, Travis Dick, Claudio Gentile, Haim Kaplan, Tomer Koren, Uri Stemmer
2025	J	`jnl`	Nearly Optimal Sample Complexity for Learning with Label Proportions. CoRR Róbert Busa-Fekete, Travis Dick, Claudio Gentile, Haim Kaplan, Tomer Koren, Uri Stemmer
2025	J	`jnl`	Optimal Learning from Label Proportions with General Loss Functions. CoRR Lorne Applebaum, Travis Dick, Claudio Gentile, Haim Kaplan, Tomer Koren
2024	B	`conf`	Adversarial Online Collaborative Filtering. ALT Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, André Panisson
2024	Misc	`ed.`	Artificial Intelligence and Image Analysis - 18th International Symposium on Artificial Intelligence and Mathematics, ISAIM 2024, and 22nd International Workshop on Combinatorial Image Analysis, IWCIA 2024, Fort Lauderdale, FL, USA, January 8-10, 2024, Revised Selected Papers ISAIM Reneta P. Barneva, Valentin E. Brimkov, Claudio Gentile, Aldo Pacchiano
2024	A*	`conf`	Auditing Privacy Mechanisms via Label Inference Attacks. NeurIPS Róbert Busa-Fekete, Travis Dick, Claudio Gentile, Andrés Muñoz Medina, Adam Smith, Marika Swanberg
2024	J	`jnl`	Auditing Privacy Mechanisms via Label Inference Attacks. CoRR Róbert Istvan Busa-Fekete, Travis Dick, Claudio Gentile, Andrés Muñoz Medina, Adam Smith, Marika Swanberg
2024	A	`conf`	Data-Driven Online Model Selection With Regret Guarantees. AISTATS Christoph Dann, Claudio Gentile, Aldo Pacchiano
2024	J	`jnl`	Fast Rates in Pool-Based Batch Active Learning. J. Mach. Learn. Res. Claudio Gentile, Zhilei Wang, Tong Zhang
2024	J	`jnl`	New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints. Oper. Res. Tiziano Bacci, Antonio Frangioni, Claudio Gentile, Kostas Tavlaridis-Gyparakis
2024	J	`jnl`	Preface: 18th Cologne-Twente Workshop on graphs and combinatorial optimization (CTW 2020). Discret. Appl. Math. Claudio Gentile, Gaia Nicosia, Andrea Pacifici, Giuseppe Stecca, Paolo Ventura
2023	A*	`conf`	A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. ICRA Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal
2023	J	`jnl`	A New Mathematical Optimization-Based Method for the m-invariance Problem. CoRR Adrián Tobar Nicolau, Jordi Castro, Claudio Gentile
2023	J	`jnl`	Comparing perspective reformulations for piecewise-convex optimization. Oper. Res. Lett. Renan Spencer Trindade, Claudia D'Ambrosio, Antonio Frangioni, Claudio Gentile
2023	J	`jnl`	Data-Driven Regret Balancing for Online Model Selection in Bandits. CoRR Aldo Pacchiano, Christoph Dann, Claudio Gentile
2023	A*	`conf`	Easy Learning from Label Proportions. NeurIPS Róbert Busa-Fekete, Heejin Choi, Travis Dick, Claudio Gentile, Andrés Muñoz Medina
2023	J	`jnl`	Easy Learning from Label Proportions. CoRR Róbert Istvan Busa-Fekete, Heejin Choi, Travis Dick, Claudio Gentile, Andrés Muñoz Medina
2023	J	`jnl`	Fast and Effective GNN Training with Linearized Random Spanning Trees. CoRR Francesco Bonchi, Claudio Gentile, André Panisson, Fabio Vitale
2023	J	`jnl`	Leveraging User-Triggered Supervision in Contextual Bandits. CoRR Alekh Agarwal, Claudio Gentile, Teodor V. Marinov
2023	J	`jnl`	Price of robustness optimization through demand forecasting with an application to waste management. Soft Comput. Claudio Gentile, Diego Maria Pinto, Giuseppe Stecca
2023	J	`jnl`	Regret Guarantees for Adversarial Online Collaborative Filtering. CoRR Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile
2022	J	`jnl`	A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. CoRR Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal
2022	A*	`conf`	Achieving Minimax Rates in Pool-Based Batch Active Learning. ICML Claudio Gentile, Zhilei Wang, Tong Zhang
2022	J	`jnl`	Achieving Minimax Rates in Pool-Based Batch Active Learning. CoRR Claudio Gentile, Zhilei Wang, Tong Zhang
2022	C	`conf`	An Optimization-Based Decomposition Heuristic for the Microaggregation Problem. PSD Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga
2022	J	`jnl`	An algorithm for the microaggregation problem using column generation. Comput. Oper. Res. Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga
2022	A*	`conf`	Best of Both Worlds Model Selection. NeurIPS Aldo Pacchiano, Christoph Dann, Claudio Gentile
2022	J	`jnl`	Best of Both Worlds Model Selection. CoRR Aldo Pacchiano, Christoph Dann, Claudio Gentile
2022	A	`conf`	Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback. AISTATS Anirban Santara, Gaurav Aggarwal, Shuai Li, Claudio Gentile
2022	J	`jnl`	Mathematical programming formulations for the alternating current optimal power flow problem. Ann. Oper. Res. Daniel Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti
2022	J	`jnl`	Nonstochastic Bandits with Composite Anonymous Feedback. J. Mach. Learn. Res. Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Claudio Gentile, Yishay Mansour
2022	A*	`conf`	Regret Bounds for Multilabel Classification in Sparse Label Regimes. NeurIPS Róbert Busa-Fekete, Heejin Choi, Krzysztof Dembczynski, Claudio Gentile, Henry Reeve, Balázs Szörényi
2021	J	`jnl`	Adapting to Misspecification in Contextual Bandits. CoRR Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert
2021	A*	`conf`	Batch Active Learning at Scale. NeurIPS Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar
2021	J	`jnl`	Batch Active Learning at Scale. CoRR Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar
2021	A*	`conf`	Best Model Identification: A Rested Bandit Formulation. ICML Leonardo Cella, Massimiliano Pontil, Claudio Gentile
2021	A*	`conf`	Dynamic Balancing for Model Selection in Bandits and RL. ICML Ashok Cutkosky, Christoph Dann, Abhimanyu Das, Claudio Gentile, Aldo Pacchiano, Manish Purohit
2021	A*	`conf`	Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees. ICML Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile
2021	A*	`conf`	Neural Active Learning with Performance Guarantees. NeurIPS Zhilei Wang, Pranjal Awasthi, Christoph Dann, Ayush Sekhari, Claudio Gentile
2021	J	`jnl`	Neural Active Learning with Performance Guarantees. CoRR Pranjal Awasthi, Christoph Dann, Claudio Gentile, Ayush Sekhari, Zhilei Wang
2021	J	`jnl`	Nonstochastic Bandits with Composite Anonymous Feedback. CoRR Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Claudio Gentile, Yishay Mansour
2021	J	`jnl`	On Learning to Rank Long Sequences with Contextual Bandits. CoRR Anirban Santara, Claudio Gentile, Gaurav Aggarwal, Shuai Li
2021	A*	`conf`	Online Active Learning with Surrogate Loss Functions. NeurIPS Giulia DeSalvo, Claudio Gentile, Tobias Sommer Thune
2020	A*	`conf`	Adapting to Misspecification in Contextual Bandits. NeurIPS Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert
2020	A*	`conf`	Adaptive Region-Based Active Learning. ICML Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
2020	J	`jnl`	Adaptive Region-Based Active Learning. CoRR Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
2020	J	`jnl`	Decompositions of Semidefinite Matrices and the Perspective Reformulation of Nonseparable Quadratic Programs. Math. Oper. Res. Antonio Frangioni, Claudio Gentile, James T. Hungerford
2020	J	`jnl`	Mathematical programming formulations for the alternating current optimal power flow problem. 4OR Dan Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti
2020	A*	`conf`	Online Learning with Dependent Stochastic Feedback Graphs. ICML Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
2020	J	`jnl`	Online Model Selection: a Rested Bandit Formulation. CoRR Leonardo Cella, Claudio Gentile, Massimiliano Pontil
2020	J	`jnl`	Regret Bound Balancing and Elimination for Model Selection in Bandits and RL. CoRR Aldo Pacchiano, Christoph Dann, Claudio Gentile, Peter L. Bartlett
2020	J	`jnl`	Transient-Based Internet of Things Emitter Identification Using Convolutional Neural Networks and Optimized General Linear Chirplet Transform. IEEE Commun. Lett. Gianmarco Baldini, Claudio Gentile
2019	A*	`conf`	Active Learning with Disagreement Graphs. ICML Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile
2019	—	`conf`	An assessment of the impact of IQ imbalances on the physical layer authentication of IoT wireless devices. GIoTS Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile
2019	J	`jnl`	An integral LP relaxation for a drayage problem. Discret. Optim. Massimo Di Francesco, Claudio Gentile, Silvia Schirra, Giuseppe Stecca, Paola Zuddas
2019	J	`jnl`	Delay and Cooperation in Nonstochastic Bandits. J. Mach. Learn. Res. Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2019	A*	`conf`	Flattening a Hierarchical Clustering through Active Learning. NeurIPS Fabio Vitale, Anand Rajagopalan, Claudio Gentile
2019	J	`jnl`	Flattening a Hierarchical Clustering through Active Learning. CoRR Claudio Gentile, Fabio Vitale, Anand Rajagopalan
2019	A*	`conf`	Online Learning with Sleeping Experts and Feedback Graphs. ICML Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
2019	A	`conf`	Region-Based Active Learning. AISTATS Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
2019	J	`jnl`	Strengthening the sequential convex MINLP technique by perspective reformulations. Optim. Lett. Claudia D'Ambrosio, Antonio Frangioni, Claudio Gentile
2018	—	`conf`	Measures to Address the Lack of Portability of the RF Fingerprints for Radiometric Identification. NTMS Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile, Gary Steri
2018	A*	`conf`	Nonstochastic Bandits with Composite Anonymous Feedback. COLT Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2018	B	`conf`	On Similarity Prediction and Pairwise Clustering. ALT Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
2018	A*	`conf`	Online Learning with Abstention. ICML Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
2018	A*	`conf`	Online Reciprocal Recommendation with Theoretical Performance Guarantees. NeurIPS Claudio Gentile, Nikos Parotsidis, Fabio Vitale
2018	J	`jnl`	Online Reciprocal Recommendation with Theoretical Performance Guarantees. CoRR Fabio Vitale, Nikos Parotsidis, Claudio Gentile
2018	J	`jnl`	Special Issue on ALT 2015: Guest Editors' Introduction. Theor. Comput. Sci. Kamalika Chaudhuri, Claudio Gentile
2017	J	`jnl`	A tight MIP formulation of the unit commitment problem with start-up and shut-down constraints. EURO J. Comput. Optim. Claudio Gentile, Germán Morales-España, Andrés Ramos
2017	A*	`conf`	Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning. COLT Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz
2017	—	`conf`	Boltzmann Exploration Done Right. NIPS Nicolò Cesa-Bianchi, Claudio Gentile, Gergely Neu, Gábor Lugosi
2017	J	`jnl`	Boltzmann Exploration Done Right. CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Gábor Lugosi, Gergely Neu
2017	J	`jnl`	Identification of Mobile Phones Using the Built-In Magnetometers Stimulated by Motion Patterns. Sensors Gianmarco Baldini, Franc Dimc, Roman Kamnik, Gary Steri, Raimondo Giuliani, Claudio Gentile
2017	—	`conf`	Imaging time series for internet of things radio frequency fingerprinting. ICCST Gianmarco Baldini, Gary Steri, Raimondo Giuliani, Claudio Gentile
2017	J	`jnl`	Improving the Approximated Projected Perspective Reformulation by dual information. Oper. Res. Lett. Antonio Frangioni, Fabio Furini, Claudio Gentile
2017	J	`jnl`	Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback. SIAM J. Comput. Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir
2017	A*	`conf`	On Context-Dependent Clustering of Bandits. ICML Claudio Gentile, Shuai Li, Purushottam Kar, Alexandros Karatzoglou, Giovanni Zappella, Evans Etrue
2017	J	`jnl`	On Pairwise Clustering with Side Information. CoRR Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
2017	A	`conf`	On the Troll-Trust Model for Edge Sign Prediction in Social Networks. AISTATS Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
2017	J	`jnl`	Online Nonparametric Learning, Chaining, and the Role of Partial Feedback. CoRR Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz
2017	—	`conf`	The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices. SCVT Gianmarco Baldini, Raimondo Giuliani, Gary Steri, Ignacio Sánchez, Claudio Gentile
2016	J	`jnl`	Approximated perspective relaxations: a project and lift approach. Comput. Optim. Appl. Antonio Frangioni, Fabio Furini, Claudio Gentile
2016	A*	`conf`	Collaborative Filtering Bandits. SIGIR Shuai Li, Alexandros Karatzoglou, Claudio Gentile
2016	A*	`conf`	Delay and Cooperation in Nonstochastic Bandits. COLT Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora
2016	J	`jnl`	Delay and Cooperation in Nonstochastic Bandits. CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora
2016	J	`jnl`	Graph Clustering Bandits for Recommendation. CoRR Shuai Li, Claudio Gentile, Alexandros Karatzoglou
2016	J	`jnl`	On the Troll-Trust Model for Edge Sign Prediction in Social Networks. CoRR Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
2016	J	`jnl`	Online Context-Dependent Clustering in Recommendations based on Exploration-Exploitation Algorithms. CoRR Shuai Li, Claudio Gentile, Alexandros Karatzoglou, Giovanni Zappella
2016	J	`jnl`	The stable set polytope of icosahedral graphs. Discret. Math. Anna Galluccio, Claudio Gentile
2015	B	`ed.`	Algorithmic Learning Theory - 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings ALT Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles
2015	J	`jnl`	Data-Dependent Clustering in Exploration-Exploitation Algorithms. CoRR Shuai Li, Claudio Gentile, Alexandros Karatzoglou, Giovanni Zappella
2015	J	`jnl`	Regret Minimization for Reserve Prices in Second-Price Auctions. IEEE Trans. Inf. Theory Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2015	J	`jnl`	Tight MIP formulations of the power-based unit commitment problem. OR Spectr. Germán Morales-España, Claudio Gentile, Andrés Ramos
2014	J	`jnl`	Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback. CoRR Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir
2014	J	`jnl`	On multilabel classification and ranking with bandit feedback. J. Mach. Learn. Res. Claudio Gentile, Francesco Orabona
2014	A*	`conf`	Online Clustering of Bandits. ICML Claudio Gentile, Shuai Li, Giovanni Zappella
2014	J	`jnl`	Online Clustering of Bandits. CoRR Claudio Gentile, Shuai Li, Giovanni Zappella
2014	J	`jnl`	Perspective Reformulations of the CTA Problem with L2 Distances. Oper. Res. Jordi Castro, Antonio Frangioni, Claudio Gentile
2014	J	`jnl`	The stable set polytope of claw-free graphs with stability number at least four. I. Fuzzy antihat graphs are W-perfect. J. Comb. Theory B Anna Galluccio, Claudio Gentile, Paolo Ventura
2014	J	`jnl`	The stable set polytope of claw-free graphs with stability number at least four. II. Striped graphs are G-perfect. J. Comb. Theory B Anna Galluccio, Claudio Gentile, Paolo Ventura
2013	J	`jnl`	22-clique-bond of stable set polyhedra. Discret. Appl. Math. Anna Galluccio, Claudio Gentile, Paolo Ventura
2013	J	`jnl`	A Correlation Clustering Approach to Link Classification in Signed Networks CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2013	—	`conf`	A Gang of Bandits. NIPS Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
2013	J	`jnl`	A Gang of Bandits. CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
2013	J	`jnl`	A Linear Time Active Learning Algorithm for Link Classification CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2013	J	`jnl`	Active Learning on Trees and Graphs CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2013	—	`conf`	From Bandits to Experts: A Tale of Domination and Independence. NIPS Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2013	J	`jnl`	From Bandits to Experts: A Tale of Domination and Independence. CoRR Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2013	J	`jnl`	Multiclass classification with bandit feedback using adaptive regularization. Mach. Learn. Koby Crammer, Claudio Gentile
2013	J	`jnl`	Online Similarity Prediction of Networked Data from Known and Unknown Graphs CoRR Claudio Gentile, Mark Herbster, Stephen Pasteris
2013	A*	`conf`	Online Similarity Prediction of Networked Data from Known and Unknown Graphs. COLT Claudio Gentile, Mark Herbster, Stephen Pasteris
2013	J	`jnl`	Random spanning trees and the prediction ofweighted graphs. J. Mach. Learn. Res. Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2013	A*	`conf`	Regret Minimization for Branching Experts. COLT Eyal Gofer, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2013	A*	`conf`	Regret Minimization for Reserve Prices in Second-Price Auctions. SODA Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour
2013	J	`jnl`	See the Tree Through the Lines: The Shazoo Algorithm CoRR Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
2012	A*	`conf`	A Correlation Clustering Approach to Link Classification in Signed Networks. COLT Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2012	—	`conf`	A Linear Time Active Learning Algorithm for Link Classification. NIPS Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2012	A	`conf`	Beyond Logarithmic Bounds in Online Learning. AISTATS Francesco Orabona, Nicolò Cesa-Bianchi, Claudio Gentile
2012	J	`jnl`	On Multilabel Classification and Ranking with Partial Feedback CoRR Claudio Gentile, Francesco Orabona
2012	—	`conf`	On Multilabel Classification and Ranking with Partial Feedback. NIPS Claudio Gentile, Francesco Orabona
2012	J	`jnl`	Random Spanning Trees and the Prediction of Weighted Graphs CoRR Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2012	J	`jnl`	Selective sampling and active learning from single and multiple teachers. J. Mach. Learn. Res. Ofer Dekel, Claudio Gentile, Karthik Sridharan
2011	J	`jnl`	Bandits with an Edge CoRR Dotan Di Castro, Claudio Gentile, Shie Mannor
2011	J	`jnl`	Learning noisy linear classifiers via adaptive and selective sampling. Mach. Learn. Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
2011	A*	`conf`	Multiclass Classification with Bandit Feedback using Adaptive Regularization. ICML Koby Crammer, Claudio Gentile
2011	J	`jnl`	Predicting the labels of an unknown graph via adaptive exploration. Theor. Comput. Sci. Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
2011	J	`jnl`	Projected Perspective Reformulations with Applications in Design Problems. Oper. Res. Antonio Frangioni, Claudio Gentile, Enrico Grande, Andrea Pacifici
2011	—	`conf`	See the Tree Through the Lines: The Shazoo Algorithm. NIPS Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
2011	—	`conf`	The stable set polytope of claw-free graphs with stability number greater than three. OR Anna Galluccio, Claudio Gentile, Paolo Ventura
2010	A*	`conf`	Active Learning on Trees and Graphs. COLT Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2010	J	`jnl`	Linear Algorithms for Online Multitask Classification. J. Mach. Learn. Res. Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
2010	A*	`conf`	Random Spanning Trees and the Prediction of Weighted Graphs. ICML Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
2010	A*	`conf`	Robust Selective Sampling from Single and Multiple Teachers. COLT Ofer Dekel, Claudio Gentile, Karthik Sridharan
2010	J	`jnl`	The stable set polytope of claw-free graphs with large stability number. Electron. Notes Discret. Math. Anna Galluccio, Claudio Gentile, Paolo Ventura
2009	J	`jnl`	A computational comparison of reformulations of the perspective relaxation: SOCP vs. cutting planes. Oper. Res. Lett. Antonio Frangioni, Claudio Gentile
2009	A*	`conf`	Fast and Optimal Prediction on a Labeled Tree. COLT Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
2009	J	`jnl`	Gear Composition of Stable Set Polytopes and G-Perfection. Math. Oper. Res. Anna Galluccio, Claudio Gentile, Paolo Ventura
2009	B	`conf`	Learning Unknown Graphs. ALT Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
2009	A*	`conf`	Robust bounds for classification via selective sampling. ICML Nicolò Cesa-Bianchi, Claudio Gentile, Francesco Orabona
2009	C	`conf`	The k-Gear Composition and the Stable Set Polytope. CTW Anna Galluccio, Claudio Gentile, M. Macina, Paolo Ventura
2008	A	`conf`	An Evaluation of Function Point Counting Based on Measurement-Oriented Models. EASE Vieri Del Bianco, Claudio Gentile, Luigi Lavazza
2008	J	`jnl`	Gear composition and the stable set polytope. Oper. Res. Lett. Anna Galluccio, Claudio Gentile, Paolo Ventura
2008	J	`jnl`	Guest Editors' Introduction: Special issue on Learning Theory (COLT-2007). Mach. Learn. Nader H. Bshouty, Claudio Gentile
2008	J	`jnl`	Improved Risk Tail Bounds for On-Line Algorithms. IEEE Trans. Inf. Theory Nicolò Cesa-Bianchi, Claudio Gentile
2008	A*	`conf`	Linear Algorithms for Online Multitask Classification. COLT Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
2008	—	`conf`	Linear Classification and Selective Sampling Under Low Noise Conditions. NIPS Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
2008	C	`conf`	On the Stable Set Polytope of Claw-Free Graphs. COCOA Anna Galluccio, Claudio Gentile, Paolo Ventura
2007	J	`jnl`	Experiments with a hybrid interior point/combinatorial approach for network flow problems. Optim. Methods Softw. Antonio Frangioni, Claudio Gentile
2007	A*	`ed.`	Learning Theory, 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings COLT Nader H. Bshouty, Claudio Gentile
2007	—	`conf`	On higher-order perceptron algorithms. NIPS Claudio Gentile, Fabio Vitale, Cristian Brotto
2007	J	`jnl`	Prim-based support-graph preconditioners for min-cost flow problems. Comput. Optim. Appl. Antonio Frangioni, Claudio Gentile
2007	J	`jnl`	SDP diagonalizations and perspective cuts for a class of nonseparable MIQP. Oper. Res. Lett. Antonio Frangioni, Claudio Gentile
2007	J	`jnl`	Tracking the best hyperplane with a simple budget Perceptron. Mach. Learn. Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile
2006	A*	`conf`	Hierarchical classification: combining Bayes with SVM. ICML Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni
2006	J	`jnl`	Incremental Algorithms for Hierarchical Classification. J. Mach. Learn. Res. Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni
2006	J	`jnl`	Mod-2 Cuts Generation Yields the Convex Hull of Bounded Integer Feasible Sets. SIAM J. Discret. Math. Claudio Gentile, Paolo Ventura, Robert Weismantel
2006	J	`jnl`	Perspective cuts for a class of convex 0-1 mixed integer programs. Math. Program. Antonio Frangioni, Claudio Gentile
2006	J	`jnl`	Solving Nonlinear Single-Unit Commitment Problems with Ramping Constraints. Oper. Res. Antonio Frangioni, Claudio Gentile
2006	A*	`conf`	Tracking the Best Hyperplane with a Simple Budget Perceptron. COLT Nicolò Cesa-Bianchi, Claudio Gentile
2006	J	`jnl`	Worst-Case Analysis of Selective Sampling for Linear Classification. J. Mach. Learn. Res. Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni
2005	J	`jnl`	A Second-Order Perceptron Algorithm. SIAM J. Comput. Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2005	—	`conf`	Improved risk tail bounds for on-line algorithms. NIPS Nicolò Cesa-Bianchi, Claudio Gentile
2004	J	`jnl`	A Polyhedral Approach for the Staff Rostering Problem. Manag. Sci. Giovanni Felici, Claudio Gentile
2004	—	`conf`	Incremental Algorithms for Hierarchical Classification. NIPS Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi, Luca Zaniboni
2004	J	`jnl`	New Preconditioners for KKT Systems of Network Flow Problems. SIAM J. Optim. Antonio Frangioni, Claudio Gentile
2004	J	`jnl`	On the Generalization Ability of On-Line Learning Algorithms. IEEE Trans. Inf. Theory Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2004	—	`ch.`	On the Way to Perfection: Primal Operations for Stable Sets in Graphs. The Sharpest Cut Claudio Gentile, Utz-Uwe Haus, Matthias Köppe, Giovanni Rinaldi, Robert Weismantel
2004	A*	`conf`	Regret Bounds for Hierarchical Classification with Linear-Threshold Functions. COLT Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2004	—	`conf`	Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms. NIPS Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni
2003	—	`conf`	Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms. NIPS Claudio Gentile
2003	J	`jnl`	Guest Editor's Introduction. Mach. Learn. Claudio Gentile
2003	A*	`conf`	Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling. COLT Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2003	J	`jnl`	The Robustness of the p-Norm Algorithms. Mach. Learn. Claudio Gentile
2003	J	`jnl`	Zero-Lifting for Integer Block Structured Problems. J. Comb. Optim. Giovanni Felici, Claudio Gentile
2002	A	`conf`	A Primal Approach to the Stable Set Problem. ESA Claudio Gentile, Utz-Uwe Haus, Matthias Köppe, Giovanni Rinaldi, Robert Weismantel
2002	A*	`conf`	A Second-Order Perceptron Algorithm. COLT Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2002	J	`jnl`	Adaptive and Self-Confident On-Line Learning Algorithms. J. Comput. Syst. Sci. Peter Auer, Nicolò Cesa-Bianchi, Claudio Gentile
2002	—	`conf`	Kernel Methods for Document Filtering. TREC Nicola Cancedda, Cyril Goutte, Jean-Michel Renders, Nicolò Cesa-Bianchi, Alex Conconi, Yaoyong Li, John Shawe-Taylor, Alexei Vinokourov, Thore Graepel, Claudio Gentile
2002	—	`conf`	Margin-Based Algorithms for Information Filtering. NIPS Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2001	J	`jnl`	A New Approximate Maximal Margin Classification Algorithm. J. Mach. Learn. Res. Claudio Gentile
2001	J	`jnl`	Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. Inf. Comput. Claudio Gentile, David P. Helmbold
2001	—	`conf`	On the Generalization Ability of On-Line Learning Algorithms. NIPS Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile
2000	—	`conf`	A New Approximate Maximal Margin Classification Algorithm. NIPS Claudio Gentile
2000	A*	`conf`	Adaptive and Self-Confident On-Line Learning Algorithms. COLT Peter Auer, Claudio Gentile
2000	J	`jnl`	P-Sufficient Statistics for PAC Learning k-term-DNF Formulas through Enumeration. Theor. Comput. Sci. Bruno Apolloni, Claudio Gentile
1999	A*	`conf`	The Robustness of the COLT Claudio Gentile, Nick Littlestone
1998	A*	`conf`	Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. COLT Claudio Gentile, David P. Helmbold
1998	—	`conf`	Linear Hinge Loss and Average Margin. NIPS Claudio Gentile, Manfred K. Warmuth
1998	J	`jnl`	Max Horn SAT and the minimum cut problem in directed hypergraphs. Math. Program. Giorgio Gallo, Claudio Gentile, Daniele Pretolani, Gabriella Rago
1998	J	`jnl`	Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory. Theor. Comput. Sci. Bruno Apolloni, Claudio Gentile