Ronny Luss  Ronny Luss photo       

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Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA
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2016

Temporal Causal Modeling
A. Kambadur, A. Lozano, and R. Luss
Financial Signal Processing and Machine Learning, 41--66, Wiley Online Library, 2016

Interpretable policies for dynamic product recommendations
Petrik, Marek and Luss, Ronny
Proc. Conf. Uncertainty Artif. Intell, pp. 74, 2016
Abstract


2015

Predicting abnormal returns from news using text classification
Ronny Luss, Alexandre d'Aspremont
Quantitative Finance 15(6), 999-1012, Taylor \& Francis, 2015
Published online 2012


2014

Social media and customer behavior analytics for personalized customer engagements
S. Buckley, M. Ettl, P. Jain, R. Luss, M. Petrik, R. K. Ravi, and C. Venkatramani
IBM Journal of Research and Development 58(5/6), 7--1, IBM, 2014

Orthogonal matching pursuit for sparse quantile regression
Aravkin, Aleksandr and Lozano, Aurelie and Luss, Ronny and Kambadur, Prabhajan
Data Mining (ICDM), 2014 IEEE International Conference on, pp. 11--19

Generalized Isotonic Regression
Ronny Luss, Saharon Rosset
Journal of Computational and Graphical Statistics 23(1), 192--210, Taylor \& Francis, 2014


2013



2012

Efficient regularized isotonic regression with application to gene--gene interaction search
Ronny Luss, Saharon Rosset, Moni Shahar, others
The Annals of Applied Statistics 6(1), 253--283, Institute of Mathematical Statistics, 2012


2011

Convex approximations to sparse PCA via Lagrangian duality
Ronny Luss, Marc Teboulle
Operations Research Letters 39(1), 57--61, Elsevier, 2011


2010

Decomposing isotonic regression for efficiently solving large problems
Ronny Luss, Saharon Rosset, Moni Shahar
Advances in Neural Information Processing Systems, pp. 1513--1521, 2010

Clustering and feature selection using sparse principal component analysis
Ronny Luss, Alexandre d’Aspremont
Optimization and Engineering 11(1), 145--157, Springer, 2010


2009

Support Vector Machine Classification with Indefinite Kernels
R. Luss and A. d'Aspremont
Mathematical Programming Computation 1(2-3), Springer, 2009


2008

Support vector machine classification with indefinite kernels
Ronny Luss, Alexandre d'Aspremont
Advances in Neural Information Processing Systems, pp. 953--960, 2008