Claudio Gentile

发表

Solving large MIP models in supply chain management by branch & cut

Giovanni Felici, Claudio Gentile, Giovanni Rinaldi, 2000 .

Tracking the Best Hyperplane with a Simple Budget Perceptron

Claudio Gentile, Nicolò Cesa-Bianchi, Nicolò Cesa-Bianchi, 2006, COLT.

A Gang of Bandits

Claudio Gentile, Nicolò Cesa-Bianchi, Giovanni Zappella, 2013, NIPS.

Fast and Optimal Prediction on a Labeled Tree

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2009, COLT.

Robust bounds for classification via selective sampling

Claudio Gentile, Nicolò Cesa-Bianchi, Francesco Orabona, 2009, ICML '09.

New Preconditioners for KKT Systems of Network Flow Problems

Claudio Gentile, Antonio Frangioni, C. Gentile, 2003, SIAM J. Optim..

Regret Minimization for Branching Experts

Claudio Gentile, Nicolò Cesa-Bianchi, Yishay Mansour, 2022 .

Measures to Address the Lack of Portability of the RF Fingerprints for Radiometric Identification

Claudio Gentile, Gary Steri, Gianmarco Baldini, 2018, 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS).

The k-Gear Composition and the Stable Set Polytope.

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2009 .

SART: A system for supporting operators with contextual knowledge

Claudio Gentile, Patrick Brezillon, I. Saker, 1997 .

The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices

Claudio Gentile, Gary Steri, Gianmarco Baldini, 2017, 2017 IEEE Symposium on Communications and Vehicular Technology (SCVT).

Learning Theory, 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings

Claudio Gentile, Nader H. Bshouty, 2007, COLT.

A New Approximate Maximal Margin Classification Algorithm

Claudio Gentile, C. Gentile, 2002, J. Mach. Learn. Res..

Learning Unknown Graphs

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2009, ALT.

Bandits with an Edge pdf

Shie Mannor, Claudio Gentile, Dotan Di Castro, 2011, ArXiv.

Identification of Mobile Phones Using the Built-In Magnetometers Stimulated by Motion Patterns

Claudio Gentile, Gary Steri, Gianmarco Baldini, 2017, Sensors.

Adapting to Misspecification in Contextual Bandits

Julian Zimmert, Claudio Gentile, Dylan J. Foster, 2021, NeurIPS.

The stable set polytope of claw-free graphs with stability number at least four. I. Fuzzy antihat graphs are W-perfect

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2014, J. Comb. Theory B.

Random Spanning Trees and the Prediction of Weighted Graphs

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2010, ICML.

From Bandits to Experts: A Tale of Domination and Independence

Noga Alon, Claudio Gentile, Nicolò Cesa-Bianchi, 2013, NIPS.

Graph Clustering Bandits for Recommendation pdf

Shuai Li, Claudio Gentile, Alexandros Karatzoglou, 2016, ArXiv.

Online Model Selection: a Rested Bandit Formulation pdf

Claudio Gentile, Massimiliano Pontil, Leonardo Cella, 2020, ArXiv.

Gear composition and the stable set polytope

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2008, Oper. Res. Lett..

Active Learning on Trees and Graphs pdf

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2010, COLT.

SDP diagonalizations and perspective cuts for a class of nonseparable MIQP

Claudio Gentile, Antonio Frangioni, C. Gentile, 2007, Oper. Res. Lett..

Predicting the labels of an unknown graph via adaptive exploration

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2011, Theor. Comput. Sci..

Mod-2 Cuts Generation Yields the Convex Hull of Bounded Integer Feasible Sets

Claudio Gentile, Robert Weismantel, Paolo Ventura, 2006, SIAM J. Discret. Math..

Tight MIP formulations of the power-based unit commitment problem

Claudio Gentile, Andrés Ramos, Germán Morales-España, 2015, OR Spectr..

On the Way to Perfection: Primal Operations for Stable Sets in Graphs

Claudio Gentile, Giovanni Rinaldi, Matthias Köppe, 2004, The Sharpest Cut.

On higher-order perceptron algorithms

Claudio Gentile, Fabio Vitale, Cristian Brotto, 2007, NIPS.

Online Context-Dependent Clustering in Recommendations based on Exploration-Exploitation Algorithms pdf

Shuai Li, Claudio Gentile, Alexandros Karatzoglou, 2016, ArXiv.

Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory

Claudio Gentile, Bruno Apolloni, C. Gentile, 1998, Theor. Comput. Sci..

Linear Hinge Loss and Average Margin

Claudio Gentile, Manfred K. Warmuth, C. Gentile, 1998, NIPS.

Decompositions of Semidefinite Matrices and the Perspective Reformulation of Nonseparable Quadratic Programs

Claudio Gentile, Antonio Frangioni, James Hungerford, 2020, Math. Oper. Res..

The stable set polytope of claw-free graphs with stability number greater than three

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2011, OR.

Proceedings of the 26th International Conference on Algorithmic Learning Theory - Volume 9355

Claudio Gentile, Sandra Zilles, Kamalika Chaudhuri, 2015 .

Linear Classification and Selective Sampling Under Low Noise Conditions

Claudio Gentile, Nicolò Cesa-Bianchi, Giovanni Cavallanti, 2008, NIPS.

Delay and Cooperation in Nonstochastic Bandits pdf

Claudio Gentile, Yishay Mansour, Nicolo' Cesa-Bianchi, 2016, COLT.

Ieee Transactions on Information Theory 1 Regret Minimization for Reserve Prices in Second-price Auctions

Claudio Gentile, Yishay Mansour, Nicolò Cesa-Bianchi, 2022 .

A Second-Order Perceptron Algorithm

Claudio Gentile, Nicolò Cesa-Bianchi, Alex Conconi, 2002, COLT.

Projected Perspective Reformulations for MIQP problems

Claudio Gentile, Andrea Pacifici, Antonio Frangioni, 2010 .

A Primal Approach to the Stable Set Problem

Claudio Gentile, Giovanni Rinaldi, Matthias Köppe, 2002, ESA.

On the generalization ability of on-line learning algorithms

Claudio Gentile, Nicolò Cesa-Bianchi, Alex Conconi, 2001, IEEE Transactions on Information Theory.

22-clique-bond of Stable Set Polyhedra

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2013, Discret. Appl. Math..

See the Tree Through the Lines: The Shazoo Algorithm

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2011, NIPS.

Worst-Case Analysis of Selective Sampling for Linear Classification

Claudio Gentile, Nicolò Cesa-Bianchi, Luca Zaniboni, 2006, J. Mach. Learn. Res..

Prim-Based BCT Preconditioners for Min-Cost Flow Problems

Claudio Gentile, Antonio Frangioni, 2005 .

Active Learning with Disagreement Graphs

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2019, ICML.

Improving the Approximated Projected Perspective Reformulation by dual information

Claudio Gentile, Fabio Furini, Antonio Frangioni, 2017, Oper. Res. Lett..

A Correlation Clustering Approach to Link Classification in Signed Networks pdf

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2012, COLT.

Tracking the best hyperplane with a simple budget Perceptron

Claudio Gentile, Nicolò Cesa-Bianchi, Giovanni Cavallanti, 2006, Machine Learning.

A Polyhedral Approach for the Staff Rostering Problem

Giovanni Felici, Claudio Gentile, C. Gentile, 2004, Manag. Sci..

Online Clustering of Bandits

Shuai Li, Claudio Gentile, Giovanni Zappella, 2014, ICML.

On multilabel classification and ranking with bandit feedback

Claudio Gentile, Francesco Orabona, C. Gentile, 2014, J. Mach. Learn. Res..

The stable set polytope of icosahedral graphs

Claudio Gentile, Anna Galluccio, C. Gentile, 2016, Discret. Math..

Supplementary Material to "Online Clustering of Bandits"

Shuai Li, Claudio Gentile, Giovanni Zappella, 2014 .

Proceedings of the 20th annual conference on Learning theory

Claudio Gentile, Nader H. Bshouty, C. Gentile, 2007 .

Incremental Algorithms for Hierarchical Classification

Claudio Gentile, Nicolò Cesa-Bianchi, Luca Zaniboni, 2004, J. Mach. Learn. Res..

P-Sufficient Statistics for PAC Learning k-term-DNF Formulas through Enumeration

Claudio Gentile, Bruno Apolloni, C. Gentile, 1999, Theor. Comput. Sci..

Experiments with a hybrid interior point/combinatorial approach for network flow problems

Claudio Gentile, Antonio Frangioni, 2007, Optim. Methods Softw..

Collaborative Filtering Bandits

Shuai Li, Claudio Gentile, Alexandros Karatzoglou, 2015, SIGIR.

Claudio Gentile, Mark Herbster, Fabio Vitale, 2018, ALT.

Microphone Identification Using Convolutional Neural Networks

Claudio Gentile, Gianmarco Baldini, Irene Amerini, 2019, IEEE Sensors Letters.

Transient-Based Internet of Things Emitter Identification Using Convolutional Neural Networks and Optimized General Linear Chirplet Transform

Claudio Gentile, Gianmarco Baldini, G. Baldini, 2020, IEEE Communications Letters.

On the Stable Set Polytope of Claw-Free Graphs

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2008, COCOA.

The Robustness of the p-Norm Algorithms

Claudio Gentile, C. Gentile, 2003, Machine Learning.

Perspective cuts for a class of convex 0–1 mixed integer programs

Claudio Gentile, Antonio Frangioni, C. Gentile, 2006, Math. Program..

Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms

Claudio Gentile, Nicolò Cesa-Bianchi, Luca Zaniboni, 2004, NIPS.

Perspective Cuts for the ACOPF with Generators

Claudio Gentile, Leo Liberti, Esteban Salgado, 2018 .

A Second-Order Perceptron Algorithm

Claudio Gentile, Nicolò Cesa-Bianchi, Alex Conconi, 2002, SIAM J. Comput..

The stable set polytope of claw-free graphs with large stability number

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2010, Electron. Notes Discret. Math..

A tight MIP formulation of the unit commitment problem with start-up and shut-down constraints

Claudio Gentile, Andrés Ramos, Germán Morales-España, 2017, EURO J. Comput. Optim..

Online Reciprocal Recommendation with Theoretical Performance Guarantees

Claudio Gentile, Fabio Vitale, Nikos Parotsidis, 2018, NeurIPS.

Efficient Link Classification in Social Networks

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2015 .

The Robustness of the p-Norm Algorithms

Claudio Gentile, Nick Littlestone, N. Littlestone, 1999, COLT '99.

The stable set polytope of claw-free graphs with stability number at least four. II. Striped graphs are G-perfect

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2014, J. Comb. Theory B.

Adaptive and Self-Confident On-Line Learning Algorithms

Claudio Gentile, Nicolò Cesa-Bianchi, Peter Auer, 2000, J. Comput. Syst. Sci..

Projected Perspective Reformulations with Applications in Design Problems

Claudio Gentile, Andrea Pacifici, Antonio Frangioni, 2011, Oper. Res..

Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach

Claudio Gentile, David P. Helmbold, 2001, Inf. Comput..

Regret Bounds for Hierarchical Classification with Linear-Threshold Functions

Claudio Gentile, Nicolò Cesa-Bianchi, Alex Conconi, 2004, COLT.

A computational comparison of reformulations of the perspective relaxation: SOCP vs. cutting planes

Claudio Gentile, Antonio Frangioni, C. Gentile, 2009, Oper. Res. Lett..

Flattening a Hierarchical Clustering through Active Learning

Claudio Gentile, Fabio Vitale, Anand Rajagopalan, 2019, NeurIPS.

Region-Based Active Learning

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2019, AISTATS.

Online Nonparametric Learning, Chaining, and the Role of Partial Feedback pdf

Claudio Gentile, Nicolò Cesa-Bianchi, Pierre Gaillard, 2017, ArXiv.

Hierarchical classification: combining Bayes with SVM

Claudio Gentile, Nicolò Cesa-Bianchi, Luca Zaniboni, 2006, ICML.

Online Learning with Dependent Stochastic Feedback Graphs

Claudio Gentile, Corinna Cortes, Giulia DeSalvo, 2020, ICML.

Hybrid Lagrangian-MILP approaches for unit commitment problems

Claudio Gentile, Antonio Frangioni, Fabrizio Lacalandra, 2007 .

Improved lower bounds for learning from noisy examples: an information-theoretic approach

Claudio Gentile, David P. Helmbold, C. Gentile, 1998, COLT' 98.

Online Learning with Sleeping Experts and Feedback Graphs

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2019, ICML.

Selective sampling and active learning from single and multiple teachers

Claudio Gentile, Karthik Sridharan, Ofer Dekel, 2012, J. Mach. Learn. Res..

Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback

Noga Alon, Shie Mannor, Claudio Gentile, 2014, SIAM J. Comput..

Data-Dependent Clustering in Exploration-Exploitation Algorithms pdf

Claudio Gentile, Alexandros Karatzoglou, Shuai Li, 2015, ArXiv.

Perspective cuts for 0-1 mixed integer programs

Claudio Gentile, Antonio Frangioni, C. Gentile, 2002 .

On Multilabel Classification and Ranking with Partial Feedback

Claudio Gentile, Francesco Orabona, 2012, NIPS.

On the Troll-Trust Model for Edge Sign Prediction in Social Networks pdf

Claudio Gentile, Nicolò Cesa-Bianchi, Géraud Le Falher, 2016, AISTATS.

A Linear Time Active Learning Algorithm for Link Classification

Claudio Gentile, Nicolò Cesa-Bianchi, Fabio Vitale, 2012, NIPS.

On Pairwise Clustering with Side Information pdf

Claudio Gentile, Mark Herbster, Fabio Vitale, 2017, ArXiv.

Adaptive Region-Based Active Learning

Claudio Gentile, Corinna Cortes, Giulia DeSalvo, 2020, ICML.

Perspective Reformulations of the CTA Problem with L2 Distances

Claudio Gentile, Antonio Frangioni, Jordi Castro, 2014, Oper. Res..

Claudio Gentile, Mark Herbster, Stephen Pasteris, 2013, COLT.

Online Learning with Abstention

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2017, ICML.

Imaging time series for internet of things radio frequency fingerprinting

Claudio Gentile, Gary Steri, Gianmarco Baldini, 2017, 2017 International Carnahan Conference on Security Technology (ICCST).

Linear Algorithms for Online Multitask Classification

Claudio Gentile, Nicolò Cesa-Bianchi, Giovanni Cavallanti, 2010, COLT.

Gear Composition of Stable Set Polytopes and G-Perfection

Claudio Gentile, Paolo Ventura, Anna Galluccio, 2009, Math. Oper. Res..

Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms

Claudio Gentile, C. Gentile, 2003, NIPS.

Solving orienteering problem in big event management with a matheuristic approach

Claudio Gentile, Giuseppe Stecca, Simona Mancini, 2017 .

Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning

Claudio Gentile, Nicolò Cesa-Bianchi, Pierre Gaillard, 2017, COLT.

Solving Nonlinear Single-Unit Commitment Problems with Ramping Constraints

Claudio Gentile, Antonio Frangioni, C. Gentile, 2006, Oper. Res..

On Context-Dependent Clustering of Bandits

Shuai Li, Claudio Gentile, Alexandros Karatzoglou, 2016, ICML.

A Maximal Large Deviation Inequality for Sub-Gaussian Variables pdf

Shie Mannor, Claudio Gentile, Dotan Di Castro, 2011, ArXiv.

Interior point methods for network problems

Claudio Gentile, Antonio Frangioni, 2000 .

An assessment of the impact of IQ imbalances on the physical layer authentication of IoT wireless devices

Claudio Gentile, Gianmarco Baldini, Raimondo Giuliani, 2019, 2019 Global IoT Summit (GIoTS).

Learning noisy linear classifiers via adaptive and selective sampling

Claudio Gentile, Nicolò Cesa-Bianchi, Giovanni Cavallanti, 2011, Machine Learning.

Regret Minimization for Reserve Prices in Second-Price Auctions

Claudio Gentile, Yishay Mansour, Nicolò Cesa-Bianchi, 2015, IEEE Trans. Inf. Theory.

Special Issue on ALT 2015: Guest Editors' Introduction

Claudio Gentile, Kamalika Chaudhuri, C. Gentile, 2018, Theor. Comput. Sci..

Beyond Logarithmic Bounds in Online Learning

Claudio Gentile, Nicolò Cesa-Bianchi, Francesco Orabona, 2012, AISTATS.

Regret Bound Balancing and Elimination for Model Selection in Bandits and RL pdf

Claudio Gentile, Christoph Dann, Aldo Pacchiano, 2020, ArXiv.

Max Horn SAT and the minimum cut problem in directed hypergraphs

Claudio Gentile, Giorgio Gallo, Daniele Pretolani, 1998, Math. Program..

Algorithmic Learning Theory

Claudio Gentile, Sandra Zilles, Kamalika Chaudhuri, 2015, Lecture Notes in Computer Science.

Guest Editors’ Introduction: Special issue on Learning Theory (COLT-2007)

Claudio Gentile, Nader H. Bshouty, 2008, Machine Learning.

Multiclass classification with bandit feedback using adaptive regularization

Koby Crammer, Claudio Gentile, 2012, Machine Learning.

An Evaluation of Function Point Counting Based on Measurement-Oriented Models

Claudio Gentile, Vieri Del Bianco, Luigi Lavazza, 2008, EASE.

Margin-Based Algorithms for Information Filtering

Claudio Gentile, Nicolò Cesa-Bianchi, Alex Conconi, 2002, NIPS.

Boltzmann Exploration Done Right

Claudio Gentile, Nicolò Cesa-Bianchi, Gergely Neu, 2017, NIPS.

Improved Risk Tail Bounds for On-Line Algorithms

Claudio Gentile, Nicolò Cesa-Bianchi, N. Cesa-Bianchi, 2005, IEEE Transactions on Information Theory.

Prim-based support-graph preconditioners for min-cost flow problems

Claudio Gentile, Antonio Frangioni, C. Gentile, 2007, Comput. Optim. Appl..

Solving unit commitment problems with general ramp constraints

Claudio Gentile, Antonio Frangioni, Fabrizio Lacalandra, 2008 .

Mathematical programming formulations for the alternating current optimal power flow problem

Claudio Gentile, Leo Liberti, Daniel Bienstock, 2020, 4OR.

Kernel Methods for Document Filtering

Claudio Gentile, John Shawe-Taylor, Jean-Michel Renders, 2002, TREC.

Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling

Claudio Gentile, Nicolò Cesa-Bianchi, Alex Conconi, 2003, COLT.

Nonstochastic Bandits with Composite Anonymous Feedback

Claudio Gentile, Yishay Mansour, Nicolò Cesa-Bianchi, 2018, COLT.

Guest Editor's Introduction

Claudio Gentile, C. Gentile, 2004, Machine Learning.

Zero-Lifting for Integer Block Structured Problems

Giovanni Felici, Claudio Gentile, C. Gentile, 2003, J. Comb. Optim..

Strengthening the sequential convex MINLP technique by perspective reformulations

Claudio Gentile, Antonio Frangioni, Claudia D'Ambrosio, 2018, Optim. Lett..

Approximated perspective relaxations: a project and lift approach

Claudio Gentile, Fabio Furini, Antonio Frangioni, 2016, Comput. Optim. Appl..

Best Model Identification: A Rested Bandit Formulation

Claudio Gentile, Massimiliano Pontil, Leonardo Cella, 2021, ICML.

On Learning to Rank Long Sequences with Contextual Bandits pdf

Claudio Gentile, Anirban Santara, Gaurav Aggarwal, 2021, ArXiv.

Neural Active Learning with Performance Guarantees pdf

Claudio Gentile, Pranjal Awasthi, Christoph Dann, 2021, NeurIPS.

Batch Active Learning at Scale pdf

Claudio Gentile, Giulia DeSalvo, Afshin Rostamizadeh, 2021, NeurIPS.

Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees

Claudio Gentile, Fabio Vitale, Cecilia M. Procopiuc, 2021, ICML.

Dynamic Balancing for Model Selection in Bandits and RL

Claudio Gentile, Abhimanyu Das, Manish Purohit, 2021, ICML.