Aurelie C. Lozano

Machine Learning Group, IBM T. J. Watson Research Center

	2011
15		Vikas Sindhwani, Aurelie C. Lozano: Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels. NIPS 2011: 2519-2527
14		Yan Liu, Alexandru Niculescu-Mizil, Aurelie C. Lozano, Yong Lu: Temporal Graphical Models for Cross-Species Gene Regulatory Network Discovery. J. Bioinformatics and Computational Biology 9(2): 231-250 (2011)
13		Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe: Group Orthogonal Matching Pursuit for Logistic Regression. Journal of Machine Learning Research - Proceedings Track 15: 452-460 (2011)
	2010
12		Yan Liu, Alexandru Niculescu-Mizil, Aurelie C. Lozano, Yong Lu: Learning Temporal Causal Graphs for Relational Time-Series Analysis. ICML 2010: 687-694
11		Aurelie C. Lozano, Vikas Sindhwani: Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference. NIPS 2010: 1486-1494
	2009
10		Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset: Grouped graphical Granger modeling methods for temporal causal modeling. KDD 2009: 577-586
9		Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu-Mizil, Yan Liu, Claudia Perlich, Jonathan R. M. Hosking, Naoki Abe: Spatial-temporal causal modeling for climate change attribution. KDD 2009: 587-596
8		Aurelie C. Lozano: A data modeling approach to climate change attribution. KDD Workshop on Knowledge Discovery from Sensor Data 2009: 9
7		Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe: Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction. NIPS 2009: 1150-1158
6		Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe, Yan Liu: Proximity-Based Anomaly Detection Using Sparse Structure Learning. SDM 2009: 97-108
5		Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset: Grouped graphical Granger modeling for gene expression regulatory networks discovery. Bioinformatics 25(12): (2009)
	2008
4		Aurelie C. Lozano, Naoki Abe: Multi-class cost-sensitive boosting with p-norm loss functions. KDD 2008: 506-514
	2007
3		Aurelie C. Lozano, Sanjeev R. Kulkarni, Pramod Viswanath: Throughput scaling in wireless networks with restricted mobility. IEEE Transactions on Wireless Communications 6(2): 670-679 (2007)
	2005
2		Aurelie C. Lozano, Sanjeev R. Kulkarni, Robert E. Schapire: Convergence and Consistency of Regularized Boosting Algorithms with Stationary B-Mixing Observations. NIPS 2005
	2002
1		Aurelie C. Lozano, Jelena Kovacevic, Mike Andrews: Quantized Frame Expansions In A Wireless Environment. DCC 2002: 232-241

Coauthor Index

1	Naoki Abe	[4] [5] [6] [7] [9] [10] [13]
2	Mike Andrews	[1]
3	Jonathan R. M. Hosking	[9]
4	Tsuyoshi Idé	[6]
5	Jelena Kovacevic	[1]
6	Sanjeev R. Kulkarni	[2] [3]
7	Hongfei Li	[9]
8	Yan Liu (Yan (Jenny) Liu)	[14]
9	Yan Liu	[5] [6] [9] [10] [12]
10	Yong Lu	[12] [14]
11	Alexandru Niculescu-Mizil	[9] [12] [14]
12	Claudia Perlich	[9]
13	Saharon Rosset	[5] [10]
14	Robert E. Schapire	[2]
15	Vikas Sindhwani	[11] [15]
16	Grzegorz Swirszcz	[7] [13]
17	Pramod Viswanath	[3]

Colors in the list of coauthors

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