Conference Publications

Publication Types:

Reducing Communication in Proximal Newton Methods for Sparse Least Squares Problems

Conference Publications
Saeed Soori, Aditya Devarakonda, Zachary Blanco, James Demmel, Mert Gurbuzbalaban, Maryam Mehri Dehnavi
ICPP 2018
Publication year: 2018

A double incremental aggregated gradient method with linear convergence rate for large-scale optimization

Conference Publications
Aryan Mokhtari, Mert Gürbüzbalaban, Alejandro Ribeiro
A. Mokhtari, M. Gürbüzbalaban and A. Ribeiro, "A double incremental aggregated gradient method with linear convergence rate for large-scale optimization," 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, 2017, pp. 4696-4700.
Publication year: 2017

When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent

Conference Publications
Mert Gurbuzbalaban, Asuman Ozdaglar, Pablo A. Parrilo, Nuri Vanli
When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent M Gurbuzbalaban, A Ozdaglar, PA Parrilo, N Vanli - Advances in Neural Information Processing Systems, 2017
Publication year: 2017

Decentralized Computation of Effective Resistances and Acceleration of Consensus Algorithms

Conference Publications
N.S. Aybat, M. Gürbüzbalaban
Decentralized Computation of Effective Resistances and Acceleration of Consensus Algorithms NS Aybat, M Gurbuzbalaban - arXiv preprint arXiv:1708.07190, 2017
Publication year: 2017

Global convergence rate of incremental aggregated gradient methods for nonsmooth problems

Conference Publications
Vanli, N. Denizcan; Gurbuzbalaban, Mert; Ozdaglar, Asuman
Vanli, N. Denizcan et al. “Global Convergence Rate of Incremental Aggregated Gradient Methods for Nonsmooth Problems.” 2016 IEEE 55th Conference on Decision and Control (CDC), December 12-14 2016, Las Vegas, Nevada, USA,
Publication year: 2016

Polynomial Stabilization with Bounds on the Controller Coefficients

Conference Publications
Julia Eaton, Sara Grundel, Mert Gürbüzbalaban, Michael L Overton
Polynomial Stabilization with Bounds on the Controller Coefficients∗ J Eaton, S Grundel, M Gürbüzbalaban, ML Overton - IFAC-PapersOnLine, 2015
Publication year: 2015

Explicit solutions for root optimization of a polynomial family

Conference Publications
Vincent D Blondel, Mert Gurbuzbalaban, Alexander Megretski, Michael L Overton
V. D. Blondel, M. Gurbuzbalaban, A. Megretski and M. L. Overton, "Explicit solutions for root optimization of a polynomial family," 49th IEEE Conference on Decision and Control (CDC), Atlanta, GA, 2010, pp. 485-488.
Publication year: 2010