Aswin Kannan  Aswin Kannan photo         

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Research Staff Member
IRL, Chennai, India



Optimal stochastic extragradient schemes for pseudomonotone stochastic variational inequality problems and their variants
Aswin Kannan and Uday Shanbhag
Accepted for publication at Computational Optimization and Applications, 2019


Fscnmf: Fusing structure and content via non-negative matrix factorization for embedding information networks
Sambaran Bandyopadhyay, Harsh Kara, Aswin Kannan, M Narasimha Murty
arXiv preprint arXiv:1804.05313, 2018

Fine Grained Classification of Personal Data Entities
Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar
arXiv preprint arXiv:1811.09368, 2018


Computing Inter-Item Relation- ships and Predicting Significant Manuscripts from Library Sales Data
A. Kannan, H. Vishwakarma
Invited Session, International Conference on Knowledge Organization and Information Management, 2017


Distributed Stochastic Optimization under Imperfect Information
A. Kannan, A. Nedich, and U. V. Shanbhag
Proceedings of the 54th IEEE Conference on Decision and Control, Japan (Accepted), 2015


The pseudomonotone stochastic variational inequality problem: Analytical statements and stochastic extragradient schemes
A. Kannan and Uday. V. Shanbhag
Proceedings of the American Conference on Control (ACC), 2014


Distributed online computation of Nash equilibria via iterative regularization techniques
A Kannan, UV Shanbhag
SIAM Journal on Optimization 22(4), 1177-1205, 2013

Addressing supply-side risk in uncertain power markets: stochastic Nash models, scalable algorithms and error analysis
A Kannan, UV Shanbhag, HM Kim
Optimization Methods and Software 28 (5), 1095-1138, 2013


Maximizing Fuel Economy of a Conventional Vehicle using Model Based Optimization and Parallelization
A. Kannan and S.M. Wild
Internal Report - Argonne (15 pages)., 2012

Obtaining Quadratic Models of Noisy Functions
A. Kannan and S.M. Wild
Tech. Report, Preprint ANL/MCS-P1975-0912, 2012

Benefits of Deeper Analysis in Simulation-based Groundwater Optimization Problems
A Kannan, SM Wild
Proceedings of the XIX International Conference on Computational Methods in Water Resources, 2012


A game-theoretical model predictive control framework for electricity markets
A Kannan, VM Zavala
Proceedings of the 49th Annual Allerton Conference on Communication, Control, and Computing , 2011

Strategic behavior in power markets under uncertainty
A Kannan, UV Shanbhag, HM Kim
Energy Systems 2 (2), 115-141, 2011


Distributed iterative regularization algorithms for monotone Nash games
A Kannan, UV Shanbhag
Proceedings of the Conference on Decision and Control (CDC), pp. 1963-1968, 2010