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2020 – today
- 2024
[j62]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: 1-2 (2024)- [j61]Tiziano Bacci
, Antonio Frangioni, Claudio Gentile, Kostas Tavlaridis-Gyparakis:
New Mixed-Integer Nonlinear Programming Formulations for the Unit Commitment Problems with Ramping Constraints. Oper. Res. 72(5): 2153-2167 (2024) - [c79]Christoph Dann, Claudio Gentile, Aldo Pacchiano:
Data-Driven Online Model Selection With Regret Guarantees. AISTATS 2024: 1531-1539 - [c78]Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, André Panisson:
Adversarial Online Collaborative Filtering. ALT 2024: 945-971 - [e3]Reneta P. Barneva, Valentin E. Brimkov, Claudio Gentile, Aldo Pacchiano:
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. Lecture Notes in Computer Science 14494, Springer 2024, ISBN 978-3-031-63734-6 [contents] - [i40]Róbert Istvan Busa-Fekete, Travis Dick, Claudio Gentile, Andrés Muñoz Medina, Adam D. Smith, Marika Swanberg:
Auditing Privacy Mechanisms via Label Inference Attacks. CoRR abs/2406.02797 (2024) - 2023
- [j60]Renan Spencer Trindade, Claudia D'Ambrosio, Antonio Frangioni, Claudio Gentile:
Comparing perspective reformulations for piecewise-convex optimization. Oper. Res. Lett. 51(6): 702-708 (2023) - [j59]Claudio Gentile, Diego Maria Pinto, Giuseppe Stecca:
Price of robustness optimization through demand forecasting with an application to waste management. Soft Comput. 27(18): 13013-13024 (2023) - [c77]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: 5645-5652 - [c76]Róbert Busa-Fekete, Heejin Choi, Travis Dick, Claudio Gentile, Andrés Muñoz Medina:
Easy Learning from Label Proportions. NeurIPS 2023 - [i39]Róbert Istvan Busa-Fekete, Heejin Choi, Travis Dick, Claudio Gentile, Andrés Muñoz Medina:
Easy Learning from Label Proportions. CoRR abs/2302.03115 (2023) - [i38]Alekh Agarwal, Claudio Gentile, Teodor V. Marinov:
Leveraging User-Triggered Supervision in Contextual Bandits. CoRR abs/2302.03784 (2023) - [i37]Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile:
Regret Guarantees for Adversarial Online Collaborative Filtering. CoRR abs/2302.05765 (2023) - [i36]Aldo Pacchiano, Christoph Dann, Claudio Gentile:
Data-Driven Regret Balancing for Online Model Selection in Bandits. CoRR abs/2306.02869 (2023) - [i35]Francesco Bonchi, Claudio Gentile, André Panisson, Fabio Vitale:
Fast and Effective GNN Training with Linearized Random Spanning Trees. CoRR abs/2306.04828 (2023) - [i34]Adrian Tobar, Jordi Castro, Claudio Gentile:
A New Mathematical Optimization-Based Method for the m-invariance Problem. CoRR abs/2306.15371 (2023) - 2022
- [j58]Daniel Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti:
Mathematical programming formulations for the alternating current optimal power flow problem. Ann. Oper. Res. 314(1): 277-315 (2022) - [j57]Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga:
An algorithm for the microaggregation problem using column generation. Comput. Oper. Res. 144: 105817 (2022) - [j56]Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Claudio Gentile, Yishay Mansour:
Nonstochastic Bandits with Composite Anonymous Feedback. J. Mach. Learn. Res. 23: 277:1-277:24 (2022) - [c75]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: 767-797 - [c74]Claudio Gentile, Zhilei Wang, Tong Zhang:
Achieving Minimax Rates in Pool-Based Batch Active Learning. ICML 2022: 7339-7367 - [c73]Róbert Busa-Fekete, Heejin Choi, Krzysztof Dembczynski, Claudio Gentile, Henry Reeve, Balázs Szörényi:
Regret Bounds for Multilabel Classification in Sparse Label Regimes. NeurIPS 2022 - [c72]Aldo Pacchiano, Christoph Dann, Claudio Gentile:
Best of Both Worlds Model Selection. NeurIPS 2022 - [c71]Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga:
An Optimization-Based Decomposition Heuristic for the Microaggregation Problem. PSD 2022: 3-14 - [i33]Claudio Gentile, Zhilei Wang, Tong Zhang:
Achieving Minimax Rates in Pool-Based Batch Active Learning. CoRR abs/2202.05448 (2022) - [i32]Aldo Pacchiano, Christoph Dann, Claudio Gentile:
Best of Both Worlds Model Selection. CoRR abs/2206.14912 (2022) - [i31]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 abs/2211.16309 (2022) - 2021
- [c70]Leonardo Cella, Massimiliano Pontil, Claudio Gentile:
Best Model Identification: A Rested Bandit Formulation. ICML 2021: 1362-1372 - [c69]Ashok Cutkosky, Christoph Dann, Abhimanyu Das, Claudio Gentile, Aldo Pacchiano, Manish Purohit:
Dynamic Balancing for Model Selection in Bandits and RL. ICML 2021: 2276-2285 - [c68]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: 8799-8809 - [c67]Zhilei Wang, Pranjal Awasthi, Christoph Dann, Ayush Sekhari, Claudio Gentile:
Neural Active Learning with Performance Guarantees. NeurIPS 2021: 7510-7521 - [c66]Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar:
Batch Active Learning at Scale. NeurIPS 2021: 11933-11944 - [c65]Giulia DeSalvo, Claudio Gentile, Tobias Sommer Thune:
Online Active Learning with Surrogate Loss Functions. NeurIPS 2021: 22877-22889 - [i30]Pranjal Awasthi, Christoph Dann, Claudio Gentile, Ayush Sekhari, Zhilei Wang:
Neural Active Learning with Performance Guarantees. CoRR abs/2106.03243 (2021) - [i29]Anirban Santara, Claudio Gentile, Gaurav Aggarwal, Shuai Li:
On Learning to Rank Long Sequences with Contextual Bandits. CoRR abs/2106.03546 (2021) - [i28]Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert:
Adapting to Misspecification in Contextual Bandits. CoRR abs/2107.05745 (2021) - [i27]Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar:
Batch Active Learning at Scale. CoRR abs/2107.14263 (2021) - [i26]Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Claudio Gentile, Yishay Mansour:
Nonstochastic Bandits with Composite Anonymous Feedback. CoRR abs/2112.02866 (2021) - 2020
- [j55]Dan Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti:
Mathematical programming formulations for the alternating current optimal power flow problem. 4OR 18(3): 249-292 (2020) - [j54]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): 1482-1486 (2020) - [j53]Antonio Frangioni, Claudio Gentile, James T. Hungerford:
Decompositions of Semidefinite Matrices and the Perspective Reformulation of Nonseparable Quadratic Programs. Math. Oper. Res. 45(1): 15-33 (2020) - [c64]Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang:
Adaptive Region-Based Active Learning. ICML 2020: 2144-2153 - [c63]Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang:
Online Learning with Dependent Stochastic Feedback Graphs. ICML 2020: 2154-2163 - [c62]Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert:
Adapting to Misspecification in Contextual Bandits. NeurIPS 2020 - [i25]Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang:
Adaptive Region-Based Active Learning. CoRR abs/2002.07348 (2020) - [i24]Leonardo Cella, Claudio Gentile, Massimiliano Pontil:
Online Model Selection: a Rested Bandit Formulation. CoRR abs/2012.03522 (2020) - [i23]Aldo Pacchiano, Christoph Dann, Claudio Gentile, Peter L. Bartlett:
Regret Bound Balancing and Elimination for Model Selection in Bandits and RL. CoRR abs/2012.13045 (2020)
2010 – 2019
- 2019
- [j52]Massimo Di Francesco, Claudio Gentile, Silvia Schirra, Giuseppe Stecca, Paola Zuddas:
An integral LP relaxation for a drayage problem. Discret. Optim. 31: 93-102 (2019) - [j51]Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
Delay and Cooperation in Nonstochastic Bandits. J. Mach. Learn. Res. 20: 17:1-17:38 (2019) - [j50]Claudia D'Ambrosio, Antonio Frangioni, Claudio Gentile:
Strengthening the sequential convex MINLP technique by perspective reformulations. Optim. Lett. 13(4): 673-684 (2019) - [c61]Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang:
Region-Based Active Learning. AISTATS 2019: 2801-2809 - [c60]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: 1-6 - [c59]Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang:
Online Learning with Sleeping Experts and Feedback Graphs. ICML 2019: 1370-1378 - [c58]Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile:
Active Learning with Disagreement Graphs. ICML 2019: 1379-1387 - [c57]Fabio Vitale, Anand Rajagopalan, Claudio Gentile:
Flattening a Hierarchical Clustering through Active Learning. NeurIPS 2019: 15263-15273 - [i22]Claudio Gentile, Fabio Vitale, Anand Rajagopalan:
Flattening a Hierarchical Clustering through Active Learning. CoRR abs/1906.09458 (2019) - 2018
- [j49]Kamalika Chaudhuri, Claudio Gentile:
Special Issue on ALT 2015: Guest Editors' Introduction. Theor. Comput. Sci. 716: 1-3 (2018) - [c56]Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster:
On Similarity Prediction and Pairwise Clustering. ALT 2018: 654-681 - [c55]Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
Nonstochastic Bandits with Composite Anonymous Feedback. COLT 2018: 750-773 - [c54]Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang:
Online Learning with Abstention. ICML 2018: 1067-1075 - [c53]Claudio Gentile, Nikos Parotsidis, Fabio Vitale:
Online Reciprocal Recommendation with Theoretical Performance Guarantees. NeurIPS 2018: 8267-8277 - [c52]Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile, Gary Steri:
Measures to Address the Lack of Portability of the RF Fingerprints for Radiometric Identification. NTMS 2018: 1-5 - [i21]Fabio Vitale, Nikos Parotsidis, Claudio Gentile:
Online Reciprocal Recommendation with Theoretical Performance Guarantees. CoRR abs/1806.01182 (2018) - 2017
- [j48]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): 177-201 (2017) - [j47]Antonio Frangioni, Fabio Furini, Claudio Gentile:
Improving the Approximated Projected Perspective Reformulation by dual information. Oper. Res. Lett. 45(5): 519-524 (2017) - [j46]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): 783 (2017) - [j45]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): 1785-1826 (2017) - [c51]Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale:
On the Troll-Trust Model for Edge Sign Prediction in Social Networks. AISTATS 2017: 402-411 - [c50]Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz:
Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning. COLT 2017: 465-481 - [c49]Gianmarco Baldini, Gary Steri, Raimondo Giuliani, Claudio Gentile:
Imaging time series for internet of things radio frequency fingerprinting. ICCST 2017: 1-6 - [c48]Claudio Gentile, Shuai Li, Purushottam Kar, Alexandros Karatzoglou, Giovanni Zappella, Evans Etrue:
On Context-Dependent Clustering of Bandits. ICML 2017: 1253-1262 - [c47]Nicolò Cesa-Bianchi, Claudio Gentile, Gergely Neu, Gábor Lugosi:
Boltzmann Exploration Done Right. NIPS 2017: 6284-6293 - [c46]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: 1-6 - [i20]Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz:
Online Nonparametric Learning, Chaining, and the Role of Partial Feedback. CoRR abs/1702.08211 (2017) - [i19]Nicolò Cesa-Bianchi, Claudio Gentile, Gábor Lugosi, Gergely Neu:
Boltzmann Exploration Done Right. CoRR abs/1705.10257 (2017) - [i18]Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster:
On Pairwise Clustering with Side Information. CoRR abs/1706.06474 (2017) - 2016
- [j44]Antonio Frangioni, Fabio Furini, Claudio Gentile:
Approximated perspective relaxations: a project and lift approach. Comput. Optim. Appl. 63(3): 705-735 (2016) - [j43]Anna Galluccio, Claudio Gentile:
The stable set polytope of icosahedral graphs. Discret. Math. 339(2): 614-625 (2016) - [c45]Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora:
Delay and Cooperation in Nonstochastic Bandits. COLT 2016: 605-622 - [c44]Shuai Li, Alexandros Karatzoglou, Claudio Gentile:
Collaborative Filtering Bandits. SIGIR 2016: 539-548 - [i17]Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour, Alberto Minora:
Delay and Cooperation in Nonstochastic Bandits. CoRR abs/1602.04741 (2016) - [i16]Shuai Li, Claudio Gentile, Alexandros Karatzoglou:
Graph Clustering Bandits for Recommendation. CoRR abs/1605.00596 (2016) - [i15]Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale:
On the Troll-Trust Model for Edge Sign Prediction in Social Networks. CoRR abs/1606.00182 (2016) - [i14]Shuai Li, Claudio Gentile, Alexandros Karatzoglou, Giovanni Zappella:
Online Context-Dependent Clustering in Recommendations based on Exploration-Exploitation Algorithms. CoRR abs/1608.03544 (2016) - 2015
- [j42]Germán Morales-España, Claudio Gentile, Andrés Ramos:
Tight MIP formulations of the power-based unit commitment problem. OR Spectr. 37(4): 929-950 (2015) - [j41]Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
Regret Minimization for Reserve Prices in Second-Price Auctions. IEEE Trans. Inf. Theory 61(1): 549-564 (2015) - [e2]Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles:
Algorithmic Learning Theory - 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings. Lecture Notes in Computer Science 9355, Springer 2015, ISBN 978-3-319-24485-3 [contents] - [i13]Shuai Li, Claudio Gentile, Alexandros Karatzoglou, Giovanni Zappella:
Data-Dependent Clustering in Exploration-Exploitation Algorithms. CoRR abs/1502.03473 (2015) - 2014
- [j40]Jordi Castro, Antonio Frangioni, Claudio Gentile:
Perspective Reformulations of the CTA Problem with L2 Distances. Oper. Res. 62(4): 891-909 (2014) - [j39]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 B 107: 92-122 (2014) - [j38]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 B 108: 1-28 (2014) - [j37]Claudio Gentile, Francesco Orabona:
On multilabel classification and ranking with bandit feedback. J. Mach. Learn. Res. 15(1): 2451-2487 (2014) - [c43]Claudio Gentile, Shuai Li, Giovanni Zappella:
Online Clustering of Bandits. ICML 2014: 757-765 - [i12]Claudio Gentile, Shuai Li, Giovanni Zappella:
Online Clustering of Bandits. CoRR abs/1401.8257 (2014) - [i11]Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir:
Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback. CoRR abs/1409.8428 (2014) - 2013
- [j36]Anna Galluccio, Claudio Gentile, Paolo Ventura:
22-clique-bond of stable set polyhedra. Discret. Appl. Math. 161(13-14): 1988-2000 (2013) - [j35]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
Random spanning trees and the prediction ofweighted graphs. J. Mach. Learn. Res. 14(1): 1251-1284 (2013) - [j34]Koby Crammer, Claudio Gentile:
Multiclass classification with bandit feedback using adaptive regularization. Mach. Learn. 90(3): 347-383 (2013) - [c42]Eyal Gofer, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
Regret Minimization for Branching Experts. COLT 2013: 618-638 - [c41]Claudio Gentile, Mark Herbster, Stephen Pasteris:
Online Similarity Prediction of Networked Data from Known and Unknown Graphs. COLT 2013: 662-695 - [c40]Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella:
A Gang of Bandits. NIPS 2013: 737-745 - [c39]Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
From Bandits to Experts: A Tale of Domination and Independence. NIPS 2013: 1610-1618 - [c38]Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
Regret Minimization for Reserve Prices in Second-Price Auctions. SODA 2013: 1190-1204 - [i10]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
A Linear Time Active Learning Algorithm for Link Classification. CoRR abs/1301.4767 (2013) - [i9]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
A Correlation Clustering Approach to Link Classification in Signed Networks. CoRR abs/1301.4769 (2013) - [i8]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
Active Learning on Trees and Graphs. CoRR abs/1301.5112 (2013) - [i7]Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella:
See the Tree Through the Lines: The Shazoo Algorithm. CoRR abs/1301.5160 (2013) - [i6]Claudio Gentile, Mark Herbster, Stephen Pasteris:
Online Similarity Prediction of Networked Data from Known and Unknown Graphs. CoRR abs/1302.7263 (2013) - [i5]Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella:
A Gang of Bandits. CoRR abs/1306.0811 (2013) - [i4]Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour:
From Bandits to Experts: A Tale of Domination and Independence. CoRR abs/1307.4564 (2013) - 2012
- [j33]Ofer Dekel, Claudio Gentile, Karthik Sridharan:
Selective sampling and active learning from single and multiple teachers. J. Mach. Learn. Res. 13: 2655-2697 (2012) - [c37]Claudio Gentile, Francesco Orabona:
On Multilabel Classification and Ranking with Partial Feedback. NIPS 2012: 1160-1168 - [c36]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
A Linear Time Active Learning Algorithm for Link Classification. NIPS 2012: 1619-1627 - [c35]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
A Correlation Clustering Approach to Link Classification in Signed Networks. COLT 2012: 34.1-34.20 - [c34]Francesco Orabona, Nicolò Cesa-Bianchi, Claudio Gentile:
Beyond Logarithmic Bounds in Online Learning. AISTATS 2012: 823-831 - [i3]Claudio Gentile, Francesco Orabona:
On Multilabel Classification and Ranking with Partial Feedback. CoRR abs/1207.0166 (2012) - [i2]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
Random Spanning Trees and the Prediction of Weighted Graphs. CoRR abs/1212.5637 (2012) - 2011
- [j32]Antonio Frangioni, Claudio Gentile, Enrico Grande, Andrea Pacifici:
Projected Perspective Reformulations with Applications in Design Problems. Oper. Res. 59(5): 1225-1232 (2011) - [j31]Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile:
Learning noisy linear classifiers via adaptive and selective sampling. Mach. Learn. 83(1): 71-102 (2011) - [j30]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale:
Predicting the labels of an unknown graph via adaptive exploration. Theor. Comput. Sci. 412(19): 1791-1804 (2011) - [c33]Koby Crammer, Claudio Gentile:
Multiclass Classification with Bandit Feedback using Adaptive Regularization. ICML 2011: 273-280 - [c32]Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella:
See the Tree Through the Lines: The Shazoo Algorithm. NIPS 2011: 1584-1592 - [c31]Anna Galluccio, Claudio Gentile, Paolo Ventura:
The stable set polytope of claw-free graphs with stability number greater than three. OR 2011: 47-52 - [i1]Dotan Di Castro, Claudio Gentile, Shie Mannor:
Bandits with an Edge. CoRR abs/1109.2296 (2011) - 2010
- [j29]Anna Galluccio, Claudio Gentile, Paolo Ventura:
The stable set polytope of claw-free graphs with large stability number. Electron. Notes Discret. Math. 36: 1025-1032 (2010) - [j28]Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile:
Linear Algorithms for Online Multitask Classification. J. Mach. Learn. Res. 11: 2901-2934 (2010) - [c30]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
Active Learning on Trees and Graphs. COLT 2010: 320-332 - [c29]Ofer Dekel, Claudio Gentile, Karthik Sridharan:
Robust Selective Sampling from Single and Multiple Teachers. COLT 2010: 346-358 - [c28]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella:
Random Spanning Trees and the Prediction of Weighted Graphs. ICML 2010: 175-182
2000 – 2009
- 2009
- [j27]Anna Galluccio, Claudio Gentile, Paolo Ventura:
Gear Composition of Stable Set Polytopes and G-Perfection. Math. Oper. Res. 34(4): 813-836 (2009) - [j26]Antonio Frangioni, Claudio Gentile:
A computational comparison of reformulations of the perspective relaxation: SOCP vs. cutting planes. Oper. Res. Lett. 37(3): 206-210 (2009) - [c27]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale:
Learning Unknown Graphs. ALT 2009: 110-125 - [c26]Anna Galluccio, Claudio Gentile, M. Macina, Paolo Ventura:
The k-Gear Composition and the Stable Set Polytope. CTW 2009: 251-254 - [c25]Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale:
Fast and Optimal Prediction on a Labeled Tree. COLT 2009 - [c24]Nicolò Cesa-Bianchi, Claudio Gentile, Francesco Orabona:
Robust bounds for classification via selective sampling. ICML 2009: 121-128 - 2008
- [j25]Nader H. Bshouty, Claudio Gentile:
Guest Editors' Introduction: Special issue on Learning Theory (COLT-2007). Mach. Learn. 72(1-2): 1-4 (2008) - [j24]Anna Galluccio, Claudio Gentile, Paolo Ventura:
Gear composition and the stable set polytope. Oper. Res. Lett. 36(4): 419-423 (2008) - [j23]Nicolò Cesa-Bianchi, Claudio Gentile:
Improved Risk Tail Bounds for On-Line Algorithms. IEEE Trans. Inf. Theory 54(1): 386-390 (2008) - [c23]Anna Galluccio, Claudio Gentile, Paolo Ventura:
On the Stable Set Polytope of Claw-Free Graphs. COCOA 2008: 339-350 - [c22]Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile:
Linear Algorithms for Online Multitask Classification. COLT 2008: 251-262 - [c21]Vieri Del Bianco, Claudio Gentile, Luigi Lavazza:
An Evaluation of Function Point Counting Based on Measurement-Oriented Models. EASE 2008 - [c20]Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile:
Linear Classification and Selective Sampling Under Low Noise Conditions. NIPS 2008: 249-256 - 2007
- [j22]Antonio Frangioni, Claudio Gentile:
Prim-based support-graph preconditioners for min-cost flow problems. Comput. Optim. Appl. 36(2-3): 271-287 (2007) - [j21]Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile:
Tracking the best hyperplane with a simple budget Perceptron. Mach. Learn. 69(2-3): 143-167 (2007) - [j20]Antonio Frangioni, Claudio Gentile:
Experiments with a hybrid interior point/combinatorial approach for network flow problems. Optim. Methods Softw. 22(4): 573-585 (2007) - [j19]Antonio Frangioni, Claudio Gentile:
SDP diagonalizations and perspective cuts for a class of nonseparable MIQP. Oper. Res. Lett. 35(2): 181-185 (2007) - [c19]Claudio Gentile, Fabio Vitale, Cristian Brotto:
On higher-order perceptron algorithms. NIPS 2007: 521-528 - [e1]Nader H. Bshouty, Claudio Gentile:
Learning Theory, 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings. Lecture Notes in Computer Science 4539, Springer 2007, ISBN 978-3-540-72925-9 [contents] - 2006
- [j18]Antonio Frangioni, Claudio Gentile:
Solving Nonlinear Single-Unit Commitment Problems with Ramping Constraints. Oper. Res. 54(4): 767-775 (2006) - [j17]Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni:
Incremental Algorithms for Hierarchical Classification. J. Mach. Learn. Res. 7: 31-54 (2006) - [j16]Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni:
Worst-Case Analysis of Selective Sampling for Linear Classification. J. Mach. Learn. Res. 7: 1205-1230 (2006) - [j15]Antonio Frangioni, Claudio Gentile:
Perspective cuts for a class of convex 0-1 mixed integer programs. Math. Program. 106(2): 225-236 (2006) - [j14]Claudio Gentile, Paolo Ventura, Robert Weismantel:
Mod-2 Cuts Generation Yields the Convex Hull of Bounded Integer Feasible Sets. SIAM J. Discret. Math. 20(4): 913-919 (2006) - [c18]Nicolò Cesa-Bianchi, Claudio Gentile:
Tracking the Best Hyperplane with a Simple Budget Perceptron. COLT 2006: 483-498 - [c17]Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni:
Hierarchical classification: combining Bayes with SVM. ICML 2006: 177-184 - 2005
- [j13]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
A Second-Order Perceptron Algorithm. SIAM J. Comput. 34(3): 640-668 (2005) - [c16]Nicolò Cesa-Bianchi, Claudio Gentile:
Improved risk tail bounds for on-line algorithms. NIPS 2005: 195-202 - 2004
- [j12]Giovanni Felici, Claudio Gentile:
A Polyhedral Approach for the Staff Rostering Problem. Manag. Sci. 50(3): 381-393 (2004) - [j11]Antonio Frangioni, Claudio Gentile:
New Preconditioners for KKT Systems of Network Flow Problems. SIAM J. Optim. 14(3): 894-913 (2004) - [j10]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
On the Generalization Ability of On-Line Learning Algorithms. IEEE Trans. Inf. Theory 50(9): 2050-2057 (2004) - [c15]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
Regret Bounds for Hierarchical Classification with Linear-Threshold Functions. COLT 2004: 93-108 - [c14]Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi, Luca Zaniboni:
Incremental Algorithms for Hierarchical Classification. NIPS 2004: 233-240 - [c13]Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni:
Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms. NIPS 2004: 241-248 - [p1]Claudio Gentile, Utz-Uwe Haus, Matthias Köppe, Giovanni Rinaldi, Robert Weismantel:
On the Way to Perfection: Primal Operations for Stable Sets in Graphs. The Sharpest Cut 2004: 51-76 - 2003
- [j9]Giovanni Felici, Claudio Gentile:
Zero-Lifting for Integer Block Structured Problems. J. Comb. Optim. 7(2): 161-167 (2003) - [j8]Claudio Gentile:
Guest Editor's Introduction. Mach. Learn. 51(3): 215-216 (2003) - [j7]Claudio Gentile:
The Robustness of the p-Norm Algorithms. Mach. Learn. 53(3): 265-299 (2003) - [c12]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling. COLT 2003: 373-387 - [c11]Claudio Gentile:
Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms. NIPS 2003: 121-128 - 2002
- [j6]Peter Auer, Nicolò Cesa-Bianchi, Claudio Gentile:
Adaptive and Self-Confident On-Line Learning Algorithms. J. Comput. Syst. Sci. 64(1): 48-75 (2002) - [c10]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
A Second-Order Perceptron Algorithm. COLT 2002: 121-137 - [c9]Claudio Gentile, Utz-Uwe Haus, Matthias Köppe, Giovanni Rinaldi, Robert Weismantel:
A Primal Approach to the Stable Set Problem. ESA 2002: 525-537 - [c8]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
Margin-Based Algorithms for Information Filtering. NIPS 2002: 470-477 - [c7]Nicola Cancedda, Cyril Goutte, Jean-Michel Renders, Nicolò Cesa-Bianchi, Alex Conconi, Yaoyong Li, John Shawe-Taylor, Alexei Vinokourov, Thore Graepel, Claudio Gentile:
Kernel Methods for Document Filtering. TREC 2002 - 2001
- [j5]Claudio Gentile, David P. Helmbold:
Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. Inf. Comput. 166(2): 133-155 (2001) - [j4]Claudio Gentile:
A New Approximate Maximal Margin Classification Algorithm. J. Mach. Learn. Res. 2: 213-242 (2001) - [c6]Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile:
On the Generalization Ability of On-Line Learning Algorithms. NIPS 2001: 359-366 - 2000
- [j3]Bruno Apolloni, Claudio Gentile:
P-Sufficient Statistics for PAC Learning k-term-DNF Formulas through Enumeration. Theor. Comput. Sci. 230(1-2): 1-37 (2000) - [c5]Peter Auer, Claudio Gentile:
Adaptive and Self-Confident On-Line Learning Algorithms. COLT 2000: 107-117 - [c4]Claudio Gentile:
A New Approximate Maximal Margin Classification Algorithm. NIPS 2000: 500-506
1990 – 1999
- 1999
- [c3]Claudio Gentile, Nick Littlestone:
The Robustness of the p-Norm Algorithms. COLT 1999: 1-11 - 1998
- [j2]Giorgio Gallo, Claudio Gentile, Daniele Pretolani, Gabriella Rago:
Max Horn SAT and the minimum cut problem in directed hypergraphs. Math. Program. 80: 213-237 (1998) - [j1]Bruno Apolloni, Claudio Gentile:
Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory. Theor. Comput. Sci. 209(1-2): 141-162 (1998) - [c2]Claudio Gentile, David P. Helmbold:
Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. COLT 1998: 104-115 - [c1]Claudio Gentile, Manfred K. Warmuth:
Linear Hinge Loss and Average Margin. NIPS 1998: 225-231
Coauthor Index
[j56] [i26] [j51] [c55] [j45] [c51] [c50] [c47] [i20] [i19] [c45] [i17] [i15] [j41] [i11] [j35] [c42] [c40] [c39] [c38] [i10] [i9] [i8] [i7] [i5] [i4] [c36] [c35] [c34] [i2] [j31] [j30] [c32] [j28] [c30] [c28] [c27] [c25] [c24] [j23] [c22] [c20] [j21] [j17] [j16] [c18] [c17] [j13] [c16] [j10] [c15] [c14] [c13] [c12] [j6] [c10] [c8] [c7] [c6]
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