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1

[ACM Press the 19th ACM SIGKDD international conference - Chicago, Illinois, USA (2013.08.11-2013.08.14)] Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13 - Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance

Lozano, Aurelie C., Jiang, Huijing, Deng, Xinwei

Year:

2013

Language:

english

File:

PDF, 1.96 MB

english, 2013

2

Bayesian Regularization via Graph Laplacian

Liu, Fei, Chakraborty, Sounak, Li, Fan, Liu, Yan, Lozano, Aurelie C.

Journal:

Bayesian Analysis

Year:

2014

Language:

english

File:

PDF, 1.22 MB

english, 2014

3

Generalized Kalman smoothing: Modeling and algorithms

Aravkin, Aleksandr, Burke, James V., Ljung, Lennart, Lozano, Aurelie, Pillonetto, Gianluigi

Journal:

Year:

2017

Language:

english

File:

PDF, 1.68 MB

english, 2017

4

Stress Impacts the Regulation Neuropeptides in the Rat Hippocampus and Prefrontal Cortex

Li, Wenxue, Papilloud, Aurelie, Lozano-Montes, Laura, Zhao, Nan, Ye, Xuting, Zhang, Xiaozhe, Sandi, Carmen, Rainer, Gregor

Journal:

Year:

2018

Language:

english

File:

PDF, 1.16 MB

english, 2018

5

A graph Laplacian prior for Bayesian variable selection and grouping

Chakraborty, Sounak, Lozano, Aurelie C.

Journal:

Computational Statistics & Data Analysis

Year:

2019

Language:

english

File:

PDF, 683 KB

english, 2019

6

Convergence and Consistency of Regularized Boosting With Weakly Dependent Observations

Lozano, Aurelie C., Kulkarni, Sanjeev R., Schapire, Robert E.

Journal:

IEEE Transactions on Information Theory

Year:

2014

Language:

english

File:

PDF, 245 KB

english, 2014

7

Throughput scaling in wireless networks with restricted mobility

Lozano, Aurelie, Kulkarni, Sanjeev, Viswanath, Pramod

Journal:

IEEE Transactions on Wireless Communications

Year:

2007

Language:

english

File:

PDF, 551 KB

english, 2007

8

[IEEE 2006 IEEE International Symposium on Information Theory - Seattle, WA (2006.7.9-2006.7.9)] 2006 IEEE International Symposium on Information Theory - Convergence and Consistency of Recursive Boosting

Lozano, Aurelie, Kulkarni, Sanjeev

Year:

2006

Language:

english

File:

PDF, 254 KB

english, 2006

9

TEMPORAL GRAPHICAL MODELS FOR CROSS-SPECIES GENE REGULATORY NETWORK DISCOVERY

LIU, YAN, NICULESCU-MIZIL, ALEXANDRU, LOZANO, AURÉLIE, LU, YONG

Journal:

Journal of Bioinformatics and Computational Biology

Year:

2011

Language:

english

File:

PDF, 563 KB

english, 2011

10

[ACM Press the 14th ACM SIGKDD international conference - Las Vegas, Nevada, USA (2008.08.24-2008.08.27)] Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 - Multi-class cost-sensitive boosting with p-norm loss functions

Lozano, Aurélie C., Abe, Naoki

Year:

2008

Language:

english

File:

PDF, 324 KB

english, 2008

11

[ACM Press the 15th ACM SIGKDD international conference - Paris, France (2009.06.28-2009.07.01)] Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 - Spatial-temporal causal modeling for climate change attribution

Lozano, Aurelie C., Li, Hongfei, Niculescu-Mizil, Alexandru, Liu, Yan, Perlich, Claudia, Hosking, Jonathan, Abe, Naoki

Year:

2009

Language:

english

File:

PDF, 651 KB

english, 2009

12

[ACM Press the 15th ACM SIGKDD international conference - Paris, France (2009.06.28-2009.07.01)] Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 - Grouped graphical Granger modeling methods for temporal causal modeling

Lozano, Aurelie C., Abe, Naoki, Liu, Yan, Rosset, Saharon

Year:

2009

Language:

english

File:

PDF, 548 KB

english, 2009

13

Multi-relational learning via hierarchical nonparametric Bayesian collective matrix factorization

Yang, Hongxia, Lozano, Aurelie

Journal:

Journal of Applied Statistics

Year:

2015

Language:

english

File:

PDF, 586 KB

english, 2015

14

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Orthogonal Matching Pursuit for Sparse Quantile Regression

Aravkin, Aleksandr, Lozano, Aurelie, Luss, Ronny, Kambadur, Prabhajan

Year:

2014

Language:

english

File:

PDF, 775 KB

english, 2014

15

An Efficient Nonlinear Regression Approach for Genome-wide Detection of Marginal and Interacting Genetic Variations

Lee, Seunghak, Lozano, Aurélie, Kambadur, Prabhanjan, Xing, Eric P.

Journal:

Journal of Computational Biology

Year:

2016

Language:

english

File:

PDF, 1.13 MB

english, 2016

16

SPIE Proceedings [SPIE International Symposium on Optical Science and Technology - San Diego, CA (Sunday 30 July 2000)] Wavelet Applications in Signal and Image Processing VIII - Rotation-invariant texture retrieval using steerable wavelet-domain hidden Markov models

Do, Minh N., Lozano, Aurelie C., Vetterli, Martin, Aldroubi, Akram, Laine, Andrew F., Unser, Michael A.

Year:

2000

Language:

english

File:

PDF, 322 KB

english, 2000

17

Drug vaping applied to cannabis: Is “Cannavaping” a therapeutic alternative to marijuana?

Varlet, Vincent, Concha-Lozano, Nicolas, Berthet, Aurélie, Plateel, Grégory, Favrat, Bernard, De Cesare, Mariangela, Lauer, Estelle, Augsburger, Marc, Thomas, Aurélien, Giroud, Christian

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 998 KB

english, 2016

18

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion

Wang, Jialei, Olsen, Peder A., Conn, Andrew R., Lozano, Aurelie C.

Year:

2016

Language:

english

File:

PDF, 1.47 MB

english, 2016

19

Minimum Distance Lasso for robust high-dimensional regression

Lozano, Aurélie C., Meinshausen, Nicolai, Yang, Eunho

Journal:

Electronic Journal of Statistics

Year:

2016

Language:

english

File:

PDF, 1.01 MB

english, 2016

20

Heat-Not-Burn Tobacco Cigarettes

Auer, Reto, Concha-Lozano, Nicolas, Jacot-Sadowski, Isabelle, Cornuz, Jacques, Berthet, Aurélie

Journal:

JAMA Internal Medicine

Year:

2017

Language:

english

File:

PDF, 119 KB

english, 2017

21

[IEEE 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Washington DC, DC, USA (2016.12.7-2016.12.9)] 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Stable estimation of Granger-causal factors of country-level innovation

Lozano, Aurelie C., Sattigeri, Prasanna, Mojsilovic, Aleksandra, Varshney, Kush R.

Year:

2016

Language:

english

File:

PDF, 76 KB

english, 2016

22

Stratification of TAD boundaries reveals preferential insulation of super-enhancers by strong boundaries

Gong, Yixiao, Lazaris, Charalampos, Sakellaropoulos, Theodore, Lozano, Aurelie, Kambadur, Prabhanjan, Ntziachristos, Panagiotis, Aifantis, Iannis, Tsirigos, Aristotelis

Journal:

Nature Communications

Year:

2018

Language:

english

File:

PDF, 1.42 MB

english, 2018

23

Variable-Selection Emerges on Top in Empirical Comparison of Whole-Genome Complex-Trait Prediction Methods

Haws, David C., Rish, Irina, Teyssedre, Simon, He, Dan, Lozano, Aurelie C., Kambadur, Prabhanjan, Karaman, Zivan, Parida, Laxmi, Liu, Jian-Feng

Journal:

Year:

2015

Language:

english

File:

PDF, 5.11 MB

english, 2015

24

E-Cigarettes: A Review of New Trends in Cannabis Use

Giroud, Christian, de Cesare, Mariangela, Berthet, Aurélie, Varlet, Vincent, Concha-Lozano, Nicolas, Favrat, Bernard

Journal:

International Journal of Environmental Research and Public Health

Year:

2015

Language:

english

File:

PDF, 862 KB

english, 2015

25

A general family of trimmed estimators for robust high-dimensional data analysis

Yang, Eunho, Lozano, Aurélie C., Aravkin, Aleksandr

Journal:

Electronic Journal of Statistics

Year:

2018

Language:

english

File:

PDF, 885 KB

english, 2018

26

[IEEE 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Anaheim, CA, USA (2018.11.26-2018.11.29)] 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - ON EXTENSIONS OF CLEVER: A NEURAL NETWORK ROBUSTNESS EVALUATION ALGORITHM

Weng, Tsui-Wei, Zhang, Huan, Chen, Pin-Yu, Lozano, Aurelie, Hsieh, Cho-Jui, Daniel, Luca

Year:

2018

Language:

english

File:

PDF, 122 KB

english, 2018

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