Research Statement : Pradeep Ravikumar Research

Shape based image reconstruction using linearised deformations

Ozan Öktem, Chong Chen ‡, Nevzat Onur Domaniç, Pradeep Ravikumar and Chandrajit Bajaj 1 Department of Mathematics, KTH – Royal Institute of Technology, 100 44 Stockholm, Sweden 2 State Key Laboratory of Scientific and Engineering Computing, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China 3 Department of Computer Science, University of Texas at Aust...

Supplementary material for a unified framework for high - dimensional analysis of M - estimators with decomposable regularizers

Sahand Negahban, Department of EECS, Massachusetts Institute of Technology, Cambridge MA 02139 (e-mail: [email protected]). Pradeep Ravikumar, Department of CS, University of Texas, Austin, Austin, TX 78701 (e-mail: [email protected]). Martin J. Wainwright, Department of EECS and Statistics, University of California Berkeley, Berkeley CA 94720 (e-mail: [email protected]). Bin Yu, De...

PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification

Ian E. H. Yen 1 * [email protected] Xiangru Huang 1 * [email protected] Kai Zhong 2 [email protected] Pradeep Ravikumar 1,2 [email protected] Inderjit S. Dhillon 1,2 [email protected] * Both authors contributed equally. 1 Department of Computer Science, University of Texas at Austin, TX 78712, USA. 2 Institute for Computational Engineering and Sciences, University of Tex...

Learning Graphs with a Few Hubs - Supplementary

A Probabilistic Architecture for Algorithm Portfolios

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