Francis R. Bach

Francis Bach

2009
45	EE	Francis Bach: Model-Consistent Sparse Estimation through the Bootstrap CoRR abs/0901.3202: (2009)
2008
44	EE	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Discriminative learned dictionaries for local image analysis. CVPR 2008
43	EE	Julien Mairal, Marius Leordeanu, Francis Bach, Martial Hebert, Jean Ponce: Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. ECCV (3) 2008: 43-56
42	EE	Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert: A Path Following Algorithm for Graph Matching. ICISP 2008: 329-337
41	EE	Francis R. Bach: Graph kernels between point clouds. ICML 2008: 25-32
40	EE	Francis R. Bach: Bolasso: model consistent Lasso estimation through the bootstrap. ICML 2008: 33-40
39	EE	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Supervised Dictionary Learning. NIPS 2008: 1033-1040
38	EE	Francis Bach: Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning. NIPS 2008: 105-112
37	EE	Zaïd Harchaoui, Francis Bach, Eric Moulines: Kernel Change-point Analysis. NIPS 2008: 609-616
36	EE	Cédric Archambeau, Francis Bach: Sparse probabilistic projections. NIPS 2008: 73-80
35	EE	Laurent Jacob, Francis Bach, Jean-Philippe Vert: Clustered Multi-Task Learning: A Convex Formulation. NIPS 2008: 745-752
34	EE	Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert: Path following algorithm for the graph matching problem CoRR abs/0801.3654: (2008)
33	EE	Francis Bach, Jacob Abernethy, Jean-Philippe Vert, Theodoros Evgeniou: A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization CoRR abs/0802.1430: (2008)
32	EE	Francis Bach: Bolasso: model consistent Lasso estimation through the bootstrap CoRR abs/0804.1302: (2008)
31	EE	Francis Bach: Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning CoRR abs/0809.1493: (2008)
30	EE	Laurent Jacob, Francis Bach, Jean-Philippe Vert: Clustered Multi-Task Learning: A Convex Formulation CoRR abs/0809.2085: (2008)
29	EE	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Supervised Dictionary Learning CoRR abs/0809.3083: (2008)
28	EE	Francis Bach, Julien Mairal, Jean Ponce: Convex Sparse Matrix Factorizations CoRR abs/0812.1869: (2008)
2007
27	EE	Zaïd Harchaoui, Francis Bach: Image Classification with Segmentation Graph Kernels. CVPR 2007
26	EE	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Full regularization path for sparse principal component analysis. ICML 2007: 177-184
25	EE	Alain Rakotomamonjy, Francis Bach, Stéphane Canu, Yves Grandvalet: More efficiency in multiple kernel learning. ICML 2007: 775-782
24	EE	Francis Bach, Zaïd Harchaoui: DIFFRAC: a discriminative and flexible framework for clustering. NIPS 2007
23	EE	Zaïd Harchaoui, Francis Bach, Eric Moulines: Testing for Homogeneity with Kernel Fisher Discriminant Analysis. NIPS 2007
22	EE	Yoshihiro Yamanishi, Francis Bach, Jean-Philippe Vert: Glycan classification with tree kernels. Bioinformatics 23(10): 1211-1216 (2007)
21	EE	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis CoRR abs/0707.0705: (2007)
20	EE	Francis Bach: Consistency of the group Lasso and multiple kernel learning CoRR abs/0707.3390: (2007)
19	EE	Francis Bach: Consistency of trace norm minimization CoRR abs/0710.2848: (2007)
18	EE	Francis Bach: Graph kernels between point clouds CoRR abs/0712.3402: (2007)
2006
17	EE	Francis R. Bach: Active learning for misspecified generalized linear models. NIPS 2006: 65-72
16	EE	Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert: Low-rank matrix factorization with attributes CoRR abs/cs/0611124: (2006)
15	EE	Francis R. Bach, David Heckerman, Eric Horvitz: Considering Cost Asymmetry in Learning Classifiers. Journal of Machine Learning Research 7: 1713-1741 (2006)
14	EE	Francis R. Bach, Michael I. Jordan: Learning Spectral Clustering, With Application To Speech Separation. Journal of Machine Learning Research 7: 1963-2001 (2006)
2005
13	EE	Francis R. Bach, Michael I. Jordan: Predictive low-rank decomposition for kernel methods. ICML 2005: 33-40
12	EE	Kenji Fukumizu, Francis R. Bach, Arthur Gretton: Statistical Convergence of Kernel CCA. NIPS 2005
2004
11	EE	Francis R. Bach, Gert R. G. Lanckriet, Michael I. Jordan: Multiple kernel learning, conic duality, and the SMO algorithm. ICML 2004
10	EE	Francis R. Bach, Michael I. Jordan: Blind One-microphone Speech Separation: A Spectral Learning Approach. NIPS 2004
9	EE	Francis R. Bach, Romain Thibaux, Michael I. Jordan: Computing regularization paths for learning multiple kernels. NIPS 2004
8	EE	Kenji Fukumizu, Francis R. Bach, Michael I. Jordan: Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces. Journal of Machine Learning Research 5: 73-99 (2004)
2003
7	EE	Kenji Fukumizu, Francis R. Bach, Michael I. Jordan: Kernel Dimensionality Reduction for Supervised Learning. NIPS 2003
6	EE	Francis R. Bach, Michael I. Jordan: Learning Spectral Clustering. NIPS 2003
5	EE	Francis R. Bach, Michael I. Jordan: Beyond Independent Components: Trees and Clusters. Journal of Machine Learning Research 4: 1205-1233 (2003)
2002
4	EE	Francis R. Bach, Michael I. Jordan: Learning Graphical Models with Mercer Kernels. NIPS 2002: 1009-1016
3		Francis R. Bach, Michael I. Jordan: Tree-dependent Component Analysis. UAI 2002: 36-44
2	EE	Francis R. Bach, Michael I. Jordan: Kernel Independent Component Analysis. Journal of Machine Learning Research 3: 1-48 (2002)
2001
1	EE	Francis R. Bach, Michael I. Jordan: Thin Junction Trees. NIPS 2001: 569-576

Coauthor Index

1	Jacob Abernethy	[16] [33]
2	Cédric Archambeau	[36]
3	Stéphane Canu	[25]
4	Theodoros Evgeniou	[16] [33]
5	Kenji Fukumizu	[7] [8] [12]
6	Laurent El Ghaoui	[21] [26]
7	Yves Grandvalet	[25]
8	Arthur Gretton	[12]
9	Zaïd Harchaoui	[23] [24] [27] [37]
10	Martial Hebert	[43]
11	David Heckerman	[15]
12	Eric Horvitz	[15]
13	Laurent Jacob	[30] [35]
14	Michael I. Jordan	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [13] [14]
15	Gert R. G. Lanckriet	[11]
16	Marius Leordeanu	[43]
17	Julien Mairal	[28] [29] [39] [43] [44]
18	Eric Moulines	[23] [37]
19	Jean Ponce	[28] [29] [39] [43] [44]
20	Alain Rakotomamonjy	[25]
21	Guillermo Sapiro	[29] [39] [44]
22	Romain Thibaux	[9]
23	Jean-Philippe Vert	[16] [22] [30] [33] [34] [35] [42]
24	Yoshihiro Yamanishi	[22]
25	Mikhail Zaslavskiy	[34] [42]
26	Andrew Zisserman	[29] [39] [44]
27	Alexandre d'Aspremont	[21] [26]

Colors in the list of coauthors