François Laviolette

	2012
41		Alexandre Lacoste, François Laviolette, Mario Marchand: Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets. Journal of Machine Learning Research - Proceedings Track 22: 665-675 (2012)
40		Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette, John Shawe-Taylor: PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits. Journal of Machine Learning Research - Proceedings Track 26: 98-111 (2012)
	2011
39		Pascal Germain, Alexandre Lacoste, François Laviolette, Mario Marchand, Sara Shanian: A PAC-Bayes Sample-compression Approach to Kernel Methods. ICML 2011: 297-304
38		Jean-Francis Roy, François Laviolette, Mario Marchand: From PAC-Bayes Bounds to Quadratic Programs for Majority Votes. ICML 2011: 649-656
37		Yevgeny Seldin, Peter Auer, François Laviolette, John Shawe-Taylor, Ronald Ortner: PAC-Bayesian Analysis of Contextual Bandits. NIPS 2011: 1683-1691
36		Yevgeny Seldin, François Laviolette, John Shawe-Taylor, Jan Peters, Peter Auer: PAC-Bayesian Analysis of Martingales and Multiarmed Bandits CoRR abs/1105.2416: (2011)
35		Yevgeny Seldin, Nicolò Cesa-Bianchi, François Laviolette, Peter Auer, John Shawe-Taylor, Jan Peters: PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off CoRR abs/1105.4585: (2011)
34		Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette, John Shawe-Taylor: PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits CoRR abs/1110.6755: (2011)
33		Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor, Peter Auer: PAC-Bayesian Inequalities for Martingales CoRR abs/1110.6886: (2011)
32		Josée Desharnais, François Laviolette, Amélie Turgeon: A logical duality for underspecified probabilistic systems. Inf. Comput. 209(5): 850-871 (2011)
	2010
31		Guy Lever, François Laviolette, John Shawe-Taylor: Distribution-Dependent PAC-Bayes Priors. ALT 2010: 119-133
30		Alexandre Lacasse, François Laviolette, Mario Marchand, Francis Turgeon-Boutin: Learning with Randomized Majority Votes. ECML/PKDD (2) 2010: 162-177
29		François Laviolette, Mario Marchand, Mohak Shah, Sara Shanian: Learning the set covering machine by bound minimization and margin-sparsity trade-off. Machine Learning 78(1-2): 175-201 (2010)
	2009
28		Josée Desharnais, François Laviolette, Amélie Turgeon: A Demonic Approach to Information in Probabilistic Systems. CONCUR 2009: 289-304
27		Sami Zhioua, Doina Precup, François Laviolette, Josée Desharnais: Learning the Difference between Partially Observable Dynamical Systems. ECML/PKDD (2) 2009: 664-677
26		Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand: PAC-Bayesian learning of linear classifiers. ICML 2009: 45
25		Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Sara Shanian: From PAC-Bayes Bounds to KL Regularization. NIPS 2009: 603-610
	2008
24		François Laviolette, Mario Marchand, Sara Shanian: Selective Sampling for Classification. Canadian Conference on AI 2008: 191-202
23		François Laviolette, Ludovic Tobin: A Stochastic Point-Based Algorithm for POMDPs. Canadian Conference on AI 2008: 332-343
22		Massih-Reza Amini, François Laviolette, Nicolas Usunier: A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning. NIPS 2008: 65-72
21		Josée Desharnais, François Laviolette, Mathieu Tracol: Approximate Analysis of Probabilistic Processes: Logic, Simulation and Games. QEST 2008: 264-273
	2007
20		François Laviolette, Mario Marchand: PAC-Bayes Risk Bounds for Stochastic Averages and Majority Votes of Sample-Compressed Classifiers. Journal of Machine Learning Research 8: 1461-1487 (2007)
19		Zakria Hussain, François Laviolette, Mario Marchand, John Shawe-Taylor, S. Charles Brubaker, Matthew D. Mullin: Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data. Journal of Machine Learning Research 8: 2533-2549 (2007)
	2006
18		Josee Desharnais, François Laviolette, Krishna Priya Darsini Moturu, Sami Zhioua: Trace Equivalence Characterization Through Reinforcement Learning. Canadian Conference on AI 2006: 371-382
17		Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari: A Selective Sampling Strategy for Label Ranking. ECML 2006: 18-29
16		Josee Desharnais, François Laviolette, Sami Zhioua: Testing Probabilistic Equivalence Through Reinforcement Learning. FSTTCS 2006: 236-247
15		Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand: A PAC-Bayes Risk Bound for General Loss Functions. NIPS 2006: 449-456
14		Alexandre Lacasse, François Laviolette, Mario Marchand, Pascal Germain, Nicolas Usunier: PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier. NIPS 2006: 769-776
13		Vincent Danos, Josee Desharnais, François Laviolette, Prakash Panangaden: Bisimulation and cocongruence for probabilistic systems. Inf. Comput. 204(4): 503-523 (2006)
	2005
12		François Laviolette, Mario Marchand, Mohak Shah: Margin-Sparsity Trade-Off for the Set Covering Machine. ECML 2005: 206-217
11		François Laviolette, Mario Marchand: PAC-Bayes risk bounds for sample-compressed Gibbs classifiers. ICML 2005: 481-488
10		François Laviolette, Mario Marchand, Mohak Shah: A PAC-Bayes approach to the Set Covering Machine. NIPS 2005
9		François Laviolette: Decompositions of infinite graphs: I - bond-faithful decompositions. J. Comb. Theory, Ser. B 94(2): 259-277 (2005)
8		François Laviolette: Decompositions of infinite graphs: Part II circuit decompositions. J. Comb. Theory, Ser. B 94(2): 278-333 (2005)
	2004
7		François Laviolette: The Countable Character of Uncountable Graphs. Electr. Notes Theor. Comput. Sci. 87: 205-224 (2004)
	2002
6		Gena Hahn, François Laviolette, Norbert Sauer, Robert E. Woodrow: On cop-win graphs. Discrete Mathematics 258(1-3): 27-41 (2002)
	2000
5		Marc Chastand, François Laviolette, Norbert Polat: On constructible graphs, infinite bridged graphs and weakly cop-win graphs. Discrete Mathematics 224(1-3): 61-78 (2000)
	1999
4		François Laviolette, Norbert Polat: Spanning trees of countable graphs omitting sets of dominated ends. Discrete Mathematics 194(1-3): 151-172 (1999)
	1998
3		Benoit Larose, François Laviolette, Claude Tardif: On Normal Cayley Graphs and Hom-idempotent Graphs. Eur. J. Comb. 19(7): 867-881 (1998)
	1997
2		Gena Hahn, François Laviolette, Jozef Sirán: Edge-Ends in Countable Graphs. J. Comb. Theory, Ser. B 70(2): 225-244 (1997)
	1994
1		François Laviolette: Decomposition of infinite eulerian graphs with a small number of vertices of infinite degree. Discrete Mathematics 130(1-3): 83-87 (1994)

Coauthor Index

1	Massih-Reza Amini	[17] [22]
2	Peter Auer	[33] [34] [35] [36] [37] [40]
3	S. Charles Brubaker	[19]
4	Nicolò Cesa-Bianchi	[33] [34] [35] [40]
5	Marc Chastand	[5]
6	Vincent Danos	[13]
7	Josée Desharnais (Josee Desharnais)	[13] [16] [18] [21] [27] [28] [32]
8	Patrick Gallinari	[17]
9	Pascal Germain	[14] [15] [25] [26] [39]
10	Gena Hahn	[2] [6]
11	Zakria Hussain	[19]
12	Alexandre Lacasse	[14] [15] [17] [25] [26] [30]
13	Alexandre Lacoste	[39] [41]
14	Benoit Larose	[3]
15	Guy Lever	[31]
16	Mario Marchand	[10] [11] [12] [14] [15] [19] [20] [24] [25] [26] [29] [30] [38] [39] [41]
17	Krishna Priya Darsini Moturu	[18]
18	Matthew D. Mullin	[19]
19	Ronald Ortner	[37]
20	Prakash Panangaden	[13]
21	Jan Peters	[35] [36]
22	Norbert Polat	[4] [5]
23	Doina Precup	[27]
24	Jean-Francis Roy	[38]
25	Norbert Sauer (Norbert W. Sauer)	[6]
26	Yevgeny Seldin	[33] [34] [35] [36] [37] [40]
27	Mohak Shah	[10] [12] [29]
28	Sara Shanian	[24] [25] [29] [39]
29	John Shawe-Taylor	[19] [31] [33] [34] [35] [36] [37] [40]
30	Jozef Sirán	[2]
31	Claude Tardif	[3]
32	Ludovic Tobin	[23]
33	Mathieu Tracol	[21]
34	Amélie Turgeon	[28] [32]
35	Francis Turgeon-Boutin	[30]
36	Nicolas Usunier	[14] [17] [22]
37	Robert E. Woodrow	[6]
38	Sami Zhioua	[16] [18] [27]

Colors in the list of coauthors

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