Claudio Gentile

2008
42	EE	Anna Galluccio, Claudio Gentile, Paolo Ventura: On the Stable Set Polytope of Claw-Free Graphs. COCOA 2008: 339-350
41	EE	Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Linear Algorithms for Online Multitask Classification. COLT 2008: 251-262
40	EE	Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Linear Classification and Selective Sampling Under Low Noise Conditions. NIPS 2008: 249-256
39	EE	Nicolò Cesa-Bianchi, Claudio Gentile: Improved Risk Tail Bounds for On-Line Algorithms. IEEE Transactions on Information Theory 54(1): 386-390 (2008)
38	EE	Nader H. Bshouty, Claudio Gentile: Guest Editors' Introduction: Special issue on Learning Theory (COLT-2007). Machine Learning 72(1-2): 1-4 (2008)
37	EE	Anna Galluccio, Claudio Gentile, Paolo Ventura: Gear composition and the stable set polytope. Oper. Res. Lett. 36(4): 419-423 (2008)
2007
36		Nader H. Bshouty, Claudio Gentile: Learning Theory, 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings Springer 2007
35	EE	Claudio Gentile, Fabio Vitale, Cristian Brotto: On higher-order perceptron algorithms. NIPS 2007
34	EE	Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Tracking the best hyperplane with a simple budget Perceptron. Machine Learning 69(2-3): 143-167 (2007)
33	EE	Antonio Frangioni, Claudio Gentile: SDP diagonalizations and perspective cuts for a class of nonseparable MIQP. Oper. Res. Lett. 35(2): 181-185 (2007)
2006
32	EE	Nicolò Cesa-Bianchi, Claudio Gentile: Tracking the Best Hyperplane with a Simple Budget Perceptron. COLT 2006: 483-498
31	EE	Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Hierarchical classification: combining Bayes with SVM. ICML 2006: 177-184
30	EE	Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Worst-Case Analysis of Selective Sampling for Linear Classification. Journal of Machine Learning Research 7: 1205-1230 (2006)
29	EE	Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Incremental Algorithms for Hierarchical Classification. Journal of Machine Learning Research 7: 31-54 (2006)
28	EE	Antonio Frangioni, Claudio Gentile: Perspective cuts for a class of convex 0-1 mixed integer programs. Math. Program. 106(2): 225-236 (2006)
27	EE	Claudio Gentile, Paolo Ventura, Robert Weismantel: Mod-2 Cuts Generation Yields the Convex Hull of Bounded Integer Feasible Sets. SIAM J. Discrete Math. 20(4): 913-919 (2006)
2005
26	EE	Nicolò Cesa-Bianchi, Claudio Gentile: Improved risk tail bounds for on-line algorithms. NIPS 2005
25	EE	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: A Second-Order Perceptron Algorithm. SIAM J. Comput. 34(3): 640-668 (2005)
2004
24	EE	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: Regret Bounds for Hierarchical Classification with Linear-Threshold Functions. COLT 2004: 93-108
23	EE	Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi, Luca Zaniboni: Incremental Algorithms for Hierarchical Classification. NIPS 2004
22	EE	Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms. NIPS 2004
21		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: On the Generalization Ability of On-Line Learning Algorithms. IEEE Transactions on Information Theory 50(9): 2050-2057 (2004)
2003
20	EE	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling. COLT 2003: 373-387
19	EE	Claudio Gentile: Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms. NIPS 2003
18	EE	Giovanni Felici, Claudio Gentile: Zero-Lifting for Integer Block Structured Problems. J. Comb. Optim. 7(2): 161-167 (2003)
17	EE	Claudio Gentile: Guest Editor's Introduction. Machine Learning 51(3): 215-216 (2003)
16	EE	Claudio Gentile: The Robustness of the p-Norm Algorithms. Machine Learning 53(3): 265-299 (2003)
2002
15	EE	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: A Second-Order Perceptron Algorithm. COLT 2002: 121-137
14	EE	Claudio Gentile, Utz-Uwe Haus, Matthias Köppe, Giovanni Rinaldi, Robert Weismantel: A Primal Approach to the Stable Set Problem. ESA 2002: 525-537
13	EE	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: Margin-Based Algorithms for Information Filtering. NIPS 2002: 470-477
12	EE	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
11	EE	Peter Auer, Nicolò Cesa-Bianchi, Claudio Gentile: Adaptive and Self-Confident On-Line Learning Algorithms. J. Comput. Syst. Sci. 64(1): 48-75 (2002)
2001
10	EE	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: On the Generalization Ability of On-Line Learning Algorithms. NIPS 2001: 359-366
9	EE	Claudio Gentile: A New Approximate Maximal Margin Classification Algorithm. Journal of Machine Learning Research 2: 213-242 (2001)
2000
8		Peter Auer, Claudio Gentile: Adaptive and Self-Confident On-Line Learning Algorithms. COLT 2000: 107-117
7		Claudio Gentile: A New Approximate Maximal Margin Classification Algorithm. NIPS 2000: 500-506
6	EE	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)
1999
5	EE	Claudio Gentile, Nick Littlestone: The Robustness of the p-Norm Algorithms. COLT 1999: 1-11
1998
4	EE	Claudio Gentile, David P. Helmbold: Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. COLT 1998: 104-115
3	EE	Claudio Gentile, Manfred K. Warmuth: Linear Hinge Loss and Average Margin. NIPS 1998: 225-231
2		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)
1	EE	Bruno Apolloni, Claudio Gentile: Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory. Theor. Comput. Sci. 209(1-2): 141-162 (1998)

Coauthor Index

1	Bruno Apolloni	[1] [6]
2	Peter Auer	[8] [11]
3	Cristian Brotto	[35]
4	Nader H. Bshouty	[36] [38]
5	Nicola Cancedda	[12]
6	Giovanni Cavallanti	[34] [40] [41]
7	Nicolò Cesa-Bianchi	[10] [11] [12] [13] [15] [20] [21] [22] [23] [24] [25] [26] [29] [30] [31] [32] [34] [39] [40] [41]
8	Alex Conconi	[10] [12] [13] [15] [20] [21] [24] [25]
9	Giovanni Felici	[18]
10	Antonio Frangioni	[28] [33]
11	Giorgio Gallo	[2]
12	Anna Galluccio	[37] [42]
13	Cyril Goutte	[12]
14	Thore Graepel	[12]
15	Utz-Uwe Haus	[14]
16	David P. Helmbold	[4]
17	Matthias Köppe	[14]
18	Yaoyong Li	[12]
19	Nick Littlestone	[5]
20	Daniele Pretolani	[2]
21	Gabriella Rago	[2]
22	Jean-Michel Renders	[12]
23	Giovanni Rinaldi	[14]
24	John Shawe-Taylor	[12]
25	Andrea Tironi	[23]
26	Paolo Ventura	[27] [37] [42]
27	Alexei Vinokourov	[12]
28	Fabio Vitale	[35]
29	Manfred K. Warmuth	[3]
30	Robert Weismantel	[14] [27]
31	Luca Zaniboni	[22] [23] [29] [30] [31]

Colors in the list of coauthors