Aravkin, Aleksandr Y.

7 publications

MLJ 2019 Boosting as a Kernel-Based Method Aleksandr Y. Aravkin, Giulio Bottegal, Gianluigi Pillonetto

ICCVW 2017 Distributed Bundle Adjustment Karthikeyan Natesan Ramamurthy, Chung-Ching Lin, Aleksandr Y. Aravkin, Sharath Pankanti, Raphael Viguier

ICCVW 2017 Learning Robust Representations for Computer Vision Peng Zheng, Aleksandr Y. Aravkin, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy

CVPR 2015 Adaptive As-Natural-as-Possible Image Stitching Chung-Ching Lin, Sharathchandra U. Pankanti, Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin

UAI 2014 A Variational Approach to Stable Principal Component Pursuit Aleksandr Y. Aravkin, Stephen Becker, Volkan Cevher, Peder A. Olsen

ICLR 2014 Semistochastic Quadratic Bound Methods for Convex and Nonconvex Learning Problems Aleksandr Y. Aravkin, Anna Choromanska, Dimitri Kanevsky, Tony Jebara

JMLR 2013 Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto