Farzad Yousefian
Title
Cited by
Cited by
Year
On stochastic gradient and subgradient methods with adaptive steplength sequences
F Yousefian, A Nedić, UV Shanbhag
Automatica 48 (1), 56-67, 2012
1122012
On smoothing, regularization, and averaging in stochastic approximation methods for stochastic variational inequality problems
F Yousefian, A Nedić, UV Shanbhag
Mathematical Programming 165 (1), 391-431, 2017
492017
Self-tuned stochastic approximation schemes for non-Lipschitzian stochastic multi-user optimization and Nash games
F Yousefian, A Nedić, UV Shanbhag
IEEE Transactions on Automatic Control 61 (7), 1753-1766, 2015
382015
Optimal robust smoothing extragradient algorithms for stochastic variational inequality problems
F Yousefian, A Nedić, UV Shanbhag
53rd IEEE Conference on Decision and Control, 5831-5836, 2014
312014
On stochastic mirror-prox algorithms for stochastic cartesian variational inequalities: Randomized block coordinate and optimal averaging schemes
F Yousefian, A Nedić, UV Shanbhag
Set-Valued and Variational Analysis 26 (4), 789-819, 2018
262018
A Regularized Smoothing Stochastic Approximation (RSSA) Algorithm for Stochastic Variational Inequality Problems
F Yousefian, A Nedic, UV Shanbhag
Proceedings of the 2013 Winter Simulation Conference (WSC),, 933-944, 2013
262013
A distributed adaptive steplength stochastic approximation method for monotone stochastic Nash games
F Yousefian, A Nedić, UV Shanbhag
2013 American Control Conference, 4765-4770, 2013
122013
Distributed adaptive steplength stochastic approximation schemes for Cartesian stochastic variational inequality problems
F Yousefian, A Nedić, UV Shanbhag
arXiv preprint arXiv:1301.1711, 2013
122013
Stochastic gradient descent: recent trends
D Newton, F Yousefian, R Pasupathy
Recent Advances in Optimization and Modeling of Contemporary Problems, 193-220, 2018
102018
Stochastic quasi-Newton methods for non-strongly convex problems: convergence and rate analysis
F Yousefian, A Nedić, UV Shanbhag
2016 IEEE 55th Conference on Decision and Control (CDC), 4496-4503, 2016
102016
Convex nondifferentiable stochastic optimization: A local randomized smoothing technique
F Yousefian, A Nedić, UV Shanbhag
Proceedings of the 2010 American Control Conference, 4875-4880, 2010
92010
On stochastic and deterministic quasi-Newton methods for nonstrongly convex optimization: Asymptotic convergence and rate analysis
F Yousefian, A Nedic, UV Shanbhag
SIAM Journal on Optimization 30 (2), 1144-1172, 2020
82020
Recent trends in stochastic gradient descent for machine learning and big data
D Newton, R Pasupathy, F Yousefian
2018 Winter Simulation Conference (WSC), 366-380, 2018
72018
A regularized adaptive steplength stochastic approximation scheme for monotone stochastic variational inequalities
F Yousefian, A Nedić, UV Shanbhag
Proceedings of the 2011 Winter Simulation Conference (WSC), 4110-4121, 2011
72011
An iterative regularized incremental projected subgradient method for a class of bilevel optimization problems
M Amini, F Yousefian
2019 American Control Conference (ACC), 4069-4074, 2019
62019
An iterative regularized mirror descent method for ill-posed nondifferentiable stochastic optimization
M Amini, F Yousefian
arXiv preprint arXiv:1901.09506, 2019
62019
A variable sample-size stochastic quasi-Newton method for smooth and nonsmooth stochastic convex optimization
A Jalilzadeh, A Nedić, UV Shanbhag, F Yousefian
2018 IEEE Conference on Decision and Control (CDC), 4097-4102, 2018
62018
A method with convergence rates for optimization problems with variational inequality constraints
HD Kaushik, F Yousefian
SIAM Journal on Optimization 31 (3), 2171-2198, 2021
52021
Self-tuned mirror descent schemes for smooth and nonsmooth high-dimensional stochastic optimization
N Majlesinasab, F Yousefian, A Pourhabib
IEEE Transactions on Automatic Control 64 (10), 4377-4384, 2019
52019
Bilevel Distributed Optimization in Directed Networks
F Yousefian
2021 American Control Conference (ACC), 2230-2235, 2021
32021
The system can't perform the operation now. Try again later.
Articles 1–20