Conference Publications

Publication Types:

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

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