Aurelie C. Lozano

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2011
14Temporal Graphical Models for Cross-Species Gene Regulatory Network Discovery. Yan Liu, Alexandru Niculescu-Mizil, Aurelie C. Lozano, Yong Lu. J. Bioinformatics and Computational Biology (9): 231-250 (2011). Web SearchBibTeXDownload
13Group Orthogonal Matching Pursuit for Logistic Regression. Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe. Journal of Machine Learning Research - Proceedings Track (15): 452-460 (2011). Web SearchBibTeXDownload
2010
12Learning Temporal Causal Graphs for Relational Time-Series Analysis. Yan Liu, Alexandru Niculescu-Mizil, Aurelie C. Lozano, Yong Lu. ICML 2010, 687-694. Web SearchBibTeXDownload
11Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference. Aurelie C. Lozano, Vikas Sindhwani. NIPS 2010, 1486-1494. Web SearchBibTeXDownload
2009
10Grouped graphical Granger modeling for gene expression regulatory networks discovery. Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset. Bioinformatics (25) (2009). Web SearchBibTeXDownload
9Grouped graphical Granger modeling methods for temporal causal modeling. Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset. KDD 2009, 577-586. Web SearchBibTeXDownload
8Spatial-temporal causal modeling for climate change attribution. Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu-Mizil, Yan Liu, Claudia Perlich, Jonathan R. M. Hosking, Naoki Abe. KDD 2009, 587-596. Web SearchBibTeXDownload
7A data modeling approach to climate change attribution. Aurelie C. Lozano. KDD Workshop on Knowledge Discovery from Sensor Data 2009, 9. Web SearchBibTeXDownload
6Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction. Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe. NIPS 2009, 1150-1158. Web SearchBibTeXDownload
5Proximity-Based Anomaly Detection Using Sparse Structure Learning. Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe, Yan Liu. SDM 2009, 97-108. Web SearchBibTeXDownload
2008
4Multi-class cost-sensitive boosting with p-norm loss functions. Aurelie C. Lozano, Naoki Abe. KDD 2008, 506-514. Web SearchBibTeXDownload
2007
3Throughput scaling in wireless networks with restricted mobility. Aurelie C. Lozano, Sanjeev R. Kulkarni, Pramod Viswanath. IEEE Transactions on Wireless Communications (6): 670-679 (2007). Web SearchBibTeXDownload
2005
2Convergence and Consistency of Regularized Boosting Algorithms with Stationary B-Mixing Observations. Aurelie C. Lozano, Sanjeev R. Kulkarni, Robert E. Schapire. NIPS 2005. Web SearchBibTeXDownload
2002
1Quantized Frame Expansions In A Wireless Environment. Aurelie C. Lozano, Jelena Kovacevic, Mike Andrews. DCC 2002, 232-241. Web SearchBibTeXDownload
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References
1. ^ KDD 2008: Sessions - Retrieved 2009-11-21 - details
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