Claudio Gentile

	2012
63		Francesco Orabona, Nicolò Cesa-Bianchi, Claudio Gentile: Beyond Logarithmic Bounds in Online Learning. Journal of Machine Learning Research - Proceedings Track 22: 823-831 (2012)
	2011
62		Koby Crammer, Claudio Gentile: Multiclass Classification with Bandit Feedback using Adaptive Regularization. ICML 2011: 273-280
61		Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella: See the Tree Through the Lines: The Shazoo Algorithm. NIPS 2011: 1584-1592
60		Dotan Di Castro, Claudio Gentile, Shie Mannor: A Maximal Large Deviation Inequality for Sub-Gaussian Variables CoRR abs/1105.2550: (2011)
59		Dotan Di Castro, Claudio Gentile, Shie Mannor: Bandits with an Edge CoRR abs/1109.2296: (2011)
58		Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Learning noisy linear classifiers via adaptive and selective sampling. Machine Learning 83(1): 71-102 (2011)
57		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)
	2010
56		Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella: Active Learning on Trees and Graphs. COLT 2010: 320-332
55		Ofer Dekel, Claudio Gentile, Karthik Sridharan: Robust Selective Sampling from Single and Multiple Teachers. COLT 2010: 346-358
54		Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella: Random Spanning Trees and the Prediction of Weighted Graphs. ICML 2010: 175-182
53		Anna Galluccio, Claudio Gentile, Paolo Ventura: The stable set polytope of claw-free graphs with large stability number. Electronic Notes in Discrete Mathematics 36: 1025-1032 (2010)
52		Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Linear Algorithms for Online Multitask Classification. Journal of Machine Learning Research 11: 2901-2934 (2010)
	2009
51		Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale: Learning Unknown Graphs. ALT 2009: 110-125
50		Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale: Fast and Optimal Prediction on a Labeled Tree. COLT 2009
49		Anna Galluccio, Claudio Gentile, M. Macina, Paolo Ventura: The k-Gear Composition and the Stable Set Polytope. CTW 2009: 251-254
48		Nicolò Cesa-Bianchi, Claudio Gentile, Francesco Orabona: Robust bounds for classification via selective sampling. ICML 2009: 16
47		Anna Galluccio, Claudio Gentile, Paolo Ventura: Gear Composition of Stable Set Polytopes and G-Perfection. Math. Oper. Res. 34(4): 813-836 (2009)
46		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)
	2008
45		Anna Galluccio, Claudio Gentile, Paolo Ventura: On the Stable Set Polytope of Claw-Free Graphs. COCOA 2008: 339-350
44		Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Linear Algorithms for Online Multitask Classification. COLT 2008: 251-262
43		Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Linear Classification and Selective Sampling Under Low Noise Conditions. NIPS 2008: 249-256
42		Nicolò Cesa-Bianchi, Claudio Gentile: Improved Risk Tail Bounds for On-Line Algorithms. IEEE Transactions on Information Theory 54(1): 386-390 (2008)
41		Nader H. Bshouty, Claudio Gentile: Guest Editors' Introduction: Special issue on Learning Theory (COLT-2007). Machine Learning 72(1-2): 1-4 (2008)
40		Anna Galluccio, Claudio Gentile, Paolo Ventura: Gear composition and the stable set polytope. Oper. Res. Lett. 36(4): 419-423 (2008)
	2007
39		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
38		Claudio Gentile, Fabio Vitale, Cristian Brotto: On higher-order perceptron algorithms. NIPS 2007
37		Giovanni Cavallanti, Nicolò Cesa-Bianchi, Claudio Gentile: Tracking the best hyperplane with a simple budget Perceptron. Machine Learning 69(2-3): 143-167 (2007)
36		Antonio Frangioni, Claudio Gentile: SDP diagonalizations and perspective cuts for a class of nonseparable MIQP. Oper. Res. Lett. 35(2): 181-185 (2007)
	2006
35		Nicolò Cesa-Bianchi, Claudio Gentile: Tracking the Best Hyperplane with a Simple Budget Perceptron. COLT 2006: 483-498
34		Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Hierarchical classification: combining Bayes with SVM. ICML 2006: 177-184
33		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)
32		Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Incremental Algorithms for Hierarchical Classification. Journal of Machine Learning Research 7: 31-54 (2006)
31		Antonio Frangioni, Claudio Gentile: Perspective cuts for a class of convex 0-1 mixed integer programs. Math. Program. 106(2): 225-236 (2006)
30		Antonio Frangioni, Claudio Gentile: Solving Nonlinear Single-Unit Commitment Problems with Ramping Constraints. Operations Research 54(4): 767-775 (2006)
29		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
28		Nicolò Cesa-Bianchi, Claudio Gentile: Improved risk tail bounds for on-line algorithms. NIPS 2005
27		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: A Second-Order Perceptron Algorithm. SIAM J. Comput. 34(3): 640-668 (2005)
	2004
26		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: Regret Bounds for Hierarchical Classification with Linear-Threshold Functions. COLT 2004: 93-108
25		Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi, Luca Zaniboni: Incremental Algorithms for Hierarchical Classification. NIPS 2004
24		Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni: Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms. NIPS 2004
23		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)
22		Giovanni Felici, Claudio Gentile: A Polyhedral Approach for the Staff Rostering Problem. Management Science 50(3): 381-393 (2004)
21		Antonio Frangioni, Claudio Gentile: New Preconditioners for KKT Systems of Network Flow Problems. SIAM Journal on Optimization 14(3): 894-913 (2004)
	2003
20		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling. COLT 2003: 373-387
19		Claudio Gentile: Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms. NIPS 2003
18		Giovanni Felici, Claudio Gentile: Zero-Lifting for Integer Block Structured Problems. J. Comb. Optim. 7(2): 161-167 (2003)
17		Claudio Gentile: Guest Editor's Introduction. Machine Learning 51(3): 215-216 (2003)
16		Claudio Gentile: The Robustness of the p-Norm Algorithms. Machine Learning 53(3): 265-299 (2003)
	2002
15		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: A Second-Order Perceptron Algorithm. COLT 2002: 121-137
14		Claudio Gentile, Utz-Uwe Haus, Matthias Köppe, Giovanni Rinaldi, Robert Weismantel: A Primal Approach to the Stable Set Problem. ESA 2002: 525-537
13		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: Margin-Based Algorithms for Information Filtering. NIPS 2002: 470-477
12		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		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		Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile: On the Generalization Ability of On-Line Learning Algorithms. NIPS 2001: 359-366
9		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		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		Claudio Gentile, Nick Littlestone: The Robustness of the p-Norm Algorithms. COLT 1999: 1-11
	1998
4		Claudio Gentile, David P. Helmbold: Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach. COLT 1998: 104-115
3		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		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	[38]
4	Nader H. Bshouty	[39] [41]
5	Nicola Cancedda	[12]
6	Dotan Di Castro	[59] [60]
7	Giovanni Cavallanti	[37] [43] [44] [52] [58]
8	Nicolò Cesa-Bianchi	[10] [11] [12] [13] [15] [20] [23] [24] [25] [26] [27] [28] [32] [33] [34] [35] [37] [42] [43] [44] [48] [50] [51] [52] [54] [56] [57] [58] [61] [63]
9	Alex Conconi	[10] [12] [13] [15] [20] [23] [26] [27]
10	Koby Crammer	[62]
11	Ofer Dekel	[55]
12	Giovanni Felici	[18] [22]
13	Antonio Frangioni	[21] [30] [31] [36] [46]
14	Giorgio Gallo	[2]
15	Anna Galluccio	[40] [45] [47] [49] [53]
16	Cyril Goutte	[12]
17	Thore Graepel	[12]
18	Utz-Uwe Haus	[14]
19	David P. Helmbold	[4]
20	Matthias Köppe	[14]
21	Yaoyong Li	[12]
22	Nick Littlestone	[5]
23	M. Macina	[49]
24	Shie Mannor	[59] [60]
25	Francesco Orabona	[48] [63]
26	Daniele Pretolani	[2]
27	Gabriella Rago	[2]
28	Jean-Michel Renders	[12]
29	Giovanni Rinaldi	[14]
30	John Shawe-Taylor	[12]
31	Karthik Sridharan	[55]
32	Andrea Tironi	[25]
33	Paolo Ventura	[29] [40] [45] [47] [49] [53]
34	Alexei Vinokourov	[12]
35	Fabio Vitale	[38] [50] [51] [54] [56] [57] [61]
36	Manfred K. Warmuth	[3]
37	Robert Weismantel	[14] [29]
38	Luca Zaniboni	[24] [25] [32] [33] [34]
39	Giovanni Zappella	[54] [56] [61]

Colors in the list of coauthors

Last update Tue May 29 20:41:18 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page