Affiliate Researcher
Titles and Affiliations
Gary and Sheila Bello Chair Professor, Marcus Department of Industrial and Manufacturing Engineering
In the News
Research Keywords
These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.
Recent Publications
A Variable Sample-Size Stochastic Quasi-Newton Method for Smooth and Nonsmooth Stochastic Convex Optimization
Jalilzadeh, A., Nedić, A., Shanbhag, U. V. & Yousefian, F., Feb 2022, In: Mathematics of Operations Research. 47, 1, p. 690-719 30 p.Research output: Contribution to journal › Article › peer-review
On the Analysis of Inexact Augmented Lagrangian Schemes for Misspecified Conic Convex Programs
Aybat, N. S., Ahmadi, H. & Shanbhag, U. V., 2021, (Accepted/In press) In: IEEE Transactions on Automatic Control.Research output: Contribution to journal › Article › peer-review
On the Analysis of Variance-reduced and Randomized Projection Variants of Single Projection Schemes for Monotone Stochastic Variational Inequality Problems
Cui, S. & Shanbhag, U. V., Jun 2021, In: Set-Valued and Variational Analysis. 29, 2, p. 453-499 47 p.Research output: Contribution to journal › Article › peer-review
Tractable ADMM schemes for computing KKT points and local minimizers for ℓ -minimization problems
Xie, Y. & Shanbhag, U. V., Jan 2021, In: Computational Optimization and Applications. 78, 1, p. 43-85 43 p.Research output: Contribution to journal › Article › peer-review
On the resolution of misspecified convex optimization and monotone variational inequality problems
Ahmadi, H. & Shanbhag, U. V., Sep 1 2020, In: Computational Optimization and Applications. 77, 1, p. 125-161 37 p.Research output: Contribution to journal › Article › peer-review
Asynchronous schemes for stochastic and misspecified potential games and nonconvex optimization
Lei, J. & Shanbhag, U. V., Dec 2020, In: Operations Research. 68, 6, p. 1742-1766 25 p.Research output: Contribution to journal › Article › peer-review
Asynchronous variance-reduced block schemes for composite non-convex stochastic optimization: block-specific steplengths and adapted batch-sizes
Lei, J. & Shanbhag, U. V., 2020, (Accepted/In press) In: Optimization Methods and Software.Research output: Contribution to journal › Article › peer-review
On synchronous, asynchronous, and randomized best-response schemes for stochastic Nash games
Lei, J., Shanbhag, U. V., Pang, J. S. & Sen, S., Feb 2020, In: Mathematics of Operations Research. 45, 1, p. 157-190 34 p.Research output: Contribution to journal › Article › peer-review
SI-ADMM: A Stochastic Inexact ADMM Framework for Stochastic Convex Programs
Xie, Y. & Shanbhag, U. V., Jun 2020, In: IEEE Transactions on Automatic Control. 65, 6, p. 2355-2370 16 p., 8897605.Research output: Contribution to journal › Article › peer-review