Aswin Kannan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 8

Top Topics

Document Structure

Stochastic Optimization

Imperfect Information

Top Venues

Publications

Ayush Kumar, Abhay M. Shalghar, Harsh Chauhan, Balaji Ganesan, Ritwik Chaudhuri, Aswin Kannan
Document structure aware Relation Extraction for Semantic Automation. COMAD/CODS (2024)
Abhay M. Shalghar, Ayush Kumar, Balaji Ganesan, Aswin Kannan, Shobha G
Document Structure aware Relational Graph Convolutional Networks for Ontology Population. CoRR (2021)
Aswin Kannan, Anamitra Roy Choudhury, Vaibhav Saxena, Saurabh Raje, Parikshit Ram, Ashish Verma, Yogish Sabharwal
HyperASPO: Fusion of Model and Hyper Parameter Optimization for Multi-objective Machine Learning. IEEE BigData (2021)
Aswin Kannan, Uday V. Shanbhag
Optimal stochastic extragradient schemes for pseudomonotone stochastic variational inequality problems and their variants. Comput. Optim. Appl. 74 (3) (2019)
Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar
Fine Grained Classification of Personal Data Entities. CoRR (2018)
Aswin Kannan, Shanmukha C. Guttula, Balaji Ganesan, Hima P. Karanam, Arun Kumar
Document Structure Measure for Hypernym discovery. CoRR (2018)
Sambaran Bandyopadhyay, Harsh Kara, Aswin Kannan, M. Narasimha Murty
FSCNMF: Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks. CoRR (2018)
Aswin Kannan, Angelia Nedic, Uday V. Shanbhag
Distributed stochastic optimization under imperfect information. CDC (2015)
Aswin Kannan, Uday V. Shanbhag
The pseudomonotone stochastic variational inequality problem: Analytical statements and stochastic extragradient schemes. ACC (2014)
Aswin Kannan, Uday V. Shanbhag, Harrison M. Kim
Addressing supply-side risk in uncertain power markets: stochastic Nash models, scalable algorithms and error analysis. Optim. Methods Softw. 28 (5) (2013)
Aswin Kannan, Uday V. Shanbhag
Distributed Computation of Equilibria in Monotone Nash Games via Iterative Regularization Techniques. SIAM J. Optim. 22 (4) (2012)
Aswin Kannan, Victor M. Zavala
A game-theoretical model predictive control framework for electricity markets. Allerton (2011)
Aswin Kannan, Uday V. Shanbhag
Distributed iterative regularization algorithms for monotone Nash games. CDC (2010)