• 106 Citations
  • 5 h-Index
20102021

Research output per year

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Research Output

  • 106 Citations
  • 5 h-Index
  • 12 Article
  • 6 Conference contribution
  • 2 Conference article
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Conference contribution
2019

Accelerated linear convergence of stochastic momentum methods in wasserstein distances

Can, B., Gurbuzbalaban, M. & Zhu, L., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 1445-1492 48 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Decentralized computation of effective resistances and acceleration of consensus algorithms

Aybat, N. S. & Gurbuzbalaban, M., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 538-542 5 p. (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Reducing communication in proximal Newton methods for sparse least squares problems

Soori, S., Demmel, J., Devarakonda, A., Gurbuzbalaban, M., Blanco, Z. & Dehnavi, M. M., Aug 13 2018, Proceedings of the 47th International Conference on Parallel Processing, ICPP 2018. Association for Computing Machinery, a22. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

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

Mokhtari, A., Gurbuzbalaban, M. & Ribeiro, A., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4696-4700 5 p. 7953047. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2016

Global convergence rate of incremental aggregated gradient methods for nonsmooth problems

Vanli, N. D., Gurbuzbalaban, M. & Ozdaglar, A., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 173-178 6 p. 7798265. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Explicit solutions for root optimization of a polynomial family

Blondel, V. D., Gurbuzbalaban, M., Megretski, A. & Overton, M. L., Dec 1 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 485-488 4 p. 5718074. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations