% csauthors.net - beta - BibTeX bibliography of Mathukumalli Vidyasagar
@article{journals/tsmc/Vidyasagar72,
title = {Review of "The Analysis of Feedback Systems" by Jan C. Willems.},
year = {1972},
journal = {IEEE Trans. Syst. Man Cybern.},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/tsmc/Vidyasagar72a,
title = {Review of "Nonlinear System Theory-A Functional Analysis Approach" by Jack M. Holtzman.},
year = {1972},
journal = {IEEE Trans. Syst. Man Cybern.},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/mp/DuttaV77,
title = {New algorithms for constrained minimax optimization.},
year = {1977},
journal = {Math. Program.},
author = {{S. R. K. Dutta} and {Mathukumalli Vidyasagar}}
}
@article{journals/tsmc/MichelMV80,
title = {Review of "Qualitative Analysis of Large Scale Dynamical Systems" by Anthony N. Michel and Richard K. Miller.},
year = {1980},
journal = {IEEE Trans. Syst. Man Cybern.},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/automatica/FrancisV83,
title = {Algebraic and topological aspects of the regulator problem for lumped linear systems.},
year = {1983},
journal = {Autom.},
author = {{Bruce A. Francis} and {M. Vidyasagar}}
}
@article{journals/automatica/VannelliV85,
title = {Maximal lyapunov functions and domains of attraction for autonomous nonlinear systems.},
year = {1985},
journal = {Autom.},
author = {{Anthony Vannelli} and {M. Vidyasagar}}
}
@article{journals/automatica/VidyasagarV85,
title = {Reliable stabilization using a multi-controller configuration.},
year = {1985},
journal = {Autom.},
author = {{M. Vidyasagar} and {N. Viswanadham}}
}
@article{journals/tsmc/AggarwalV85,
title = {Nonlinear systems: Stability analysis.},
year = {1985},
journal = {IEEE Trans. Syst. Man Cybern.},
author = {{Jake K. Aggarwal} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/icra/VidyasagarX86,
title = {Control of a flexible robot arm using the stable factorization approach.},
year = {1986},
booktitle = {ICRA},
author = {{M. Vidyasagar} and {Y. Xiong}},
publisher = {IEEE},
booktitle = {Proceedings of the 1986 IEEE International Conference on Robotics and Automation, San Francisco, California, USA, April 7-10, 1986}
}
@article{journals/automatica/MaedaV86,
title = {Infinite gain margin problem in multivariable feedback systems.},
year = {1986},
journal = {Autom.},
author = {{H. Maeda} and {M. Vidyasagar}}
}
@article{journals/automatica/VidyasagarK86,
title = {Robust controllers for uncertain linear multivariable systems.},
year = {1986},
journal = {Autom.},
author = {{M. Vidyasagar} and {H. Kimura}}
}
@article{journals/pieee/Vidyasagar86,
title = {New directions of research in nonlinear system theory.},
year = {1986},
journal = {Proc. IEEE},
author = {{Mathukumalli Vidyasagar}}
}
@inproceedings{conf/icra/ChenV87,
title = {Some qualitative results on the collision-free joint space of a planar n-DOF linkage.},
year = {1987},
booktitle = {ICRA},
author = {{Y. C. Chen} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31 - April 3, 1987}
}
@inproceedings{conf/icra/ShungV87,
title = {Control of a flexible robot arm with bounded input: Optimum step responses.},
year = {1987},
booktitle = {ICRA},
author = {{I. Y. Shung} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31 - April 3, 1987}
}
@inproceedings{conf/icra/WangV87,
title = {Control of a flexible beam for optimum step response.},
year = {1987},
booktitle = {ICRA},
author = {{David Wang 001} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31 - April 3, 1987}
}
@article{journals/automatica/MaV87,
title = {Parametric conditions for stability of reduced-order linear time-varying control systems.},
year = {1987},
journal = {Autom.},
author = {{C. C. H. Ma} and {M. Vidyasagar}}
}
@article{journals/automatica/Vidyasagar87,
title = {Some results on simultaneous stabilization with multiple domains of stability.},
year = {1987},
journal = {Autom.},
author = {{M. Vidyasagar}}
}
@article{journals/trob/SpongV87,
title = {Robust linear compensator design for nonlinear robotic control.},
year = {1987},
journal = {IEEE J. Robotics Autom.},
author = {{Mark W. Spong} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/icra/ChenV88,
title = {Optimal trajectory planning for planar n-link revolute manipulators in the presence of obstacles.},
year = {1988},
booktitle = {ICRA},
author = {{Yao-Chon Chen} and {Mathukumalli Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1988 IEEE International Conference on Robotics and Automation, Philadelphia, Pennsylvania, USA, April 24-29, 1988}
}
@inproceedings{conf/icra/KrishnanV88,
title = {Control of a single-link flexible beam using a Hankel-norm-based reduced order model.},
year = {1988},
booktitle = {ICRA},
author = {{H. Krishnan} and {Mathukumalli Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1988 IEEE International Conference on Robotics and Automation, Philadelphia, Pennsylvania, USA, April 24-29, 1988}
}
@inproceedings{conf/icra/WangV88,
title = {Modelling of a 5-bar-linkage manipulator with one flexible link.},
year = {1988},
booktitle = {ICRA},
author = {{David Wang 001} and {Mathukumalli Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1988 IEEE International Conference on Robotics and Automation, Philadelphia, Pennsylvania, USA, April 24-29, 1988}
}
@inproceedings{conf/icra/0001V90,
title = {Passive control of a single flexible link.},
year = {1990},
booktitle = {ICRA},
author = {{David Wang 001} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 1990 IEEE International Conference on Robotics and Automation, Cincinnati, Ohio, USA, May 13-18, 1990}
}
@inproceedings{conf/icra/Sankaranarayanan90,
title = {A new path planning algorithm for moving a point object amidst unknown obstacles in a plane.},
year = {1990},
booktitle = {ICRA},
author = {{A. Sankaranarayanan} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 1990 IEEE International Conference on Robotics and Automation, Cincinnati, Ohio, USA, May 13-18, 1990}
}
@inproceedings{conf/ijcnn/Vidyasagar90,
title = {Improved neural networks for analog to digital conversion.},
year = {1990},
booktitle = {IJCNN},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {IJCNN 1990, International Joint Conference on Neural Networks, San Diego, CA, USA, June 17-21, 1990}
}
@inproceedings{conf/ijcnn/Vidyasagar90a,
title = {An analysis of the flows of neural networks with linear interconnections.},
year = {1990},
booktitle = {IJCNN},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {IJCNN 1990, International Joint Conference on Neural Networks, San Diego, CA, USA, June 17-21, 1990}
}
@article{journals/jfr/ChenV90,
title = {Optimal control of robotic manipulators in the presence of obstacles.},
year = {1990},
journal = {J. Field Robotics},
author = {{Yao-Chon Chen} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/icra/0001V91,
title = {Observer-controller stabilization of a class of manipulators with a single flexible link.},
year = {1991},
booktitle = {ICRA},
author = {{David Wang 001} and {Mathukumalli Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1991 IEEE International Conference on Robotics and Automation, Sacramento, CA, USA, 9-11 April 1991}
}
@inproceedings{conf/icra/PotaV91,
title = {Passivity of flexible beam transfer functions with modified outputs.},
year = {1991},
booktitle = {ICRA},
author = {{Hemanshu Roy Pota} and {M. Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1991 IEEE International Conference on Robotics and Automation, Sacramento, CA, USA, 9-11 April 1991}
}
@inproceedings{conf/icra/Sankaranarayanan91,
title = {Path planning for moving a point object amidst unknown obstacles in a plane: the universal lower bound on the worst path lengths and a classification of algorithms.},
year = {1991},
booktitle = {ICRA},
author = {{A. Sankaranarayanan} and {M. Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1991 IEEE International Conference on Robotics and Automation, Sacramento, CA, USA, 9-11 April 1991}
}
@inproceedings{conf/icra/VinkeV91,
title = {New techniques for H2 optimal control of a flexible beam.},
year = {1991},
booktitle = {ICRA},
author = {{David Vinke} and {M. Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1991 IEEE International Conference on Robotics and Automation, Sacramento, CA, USA, 9-11 April 1991}
}
@article{journals/ijrr/WangV91,
title = {Transfer Functions for a Single Flexible Link.},
year = {1991},
journal = {Int. J. Robotics Res.},
author = {{David Wang 001} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/icra/GopalswamyGV92,
title = {A new parallelogram linkage configuration for gravity compensation using torsional springs.},
year = {1992},
booktitle = {ICRA},
author = {{Ajay Gopalswamy} and {Pramod Gupta} and {M. Vidyasagar}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1992 IEEE International Conference on Robotics and Automation, Nice, France, May 12-14, 1992}
}
@article{journals/trob/WangV92,
title = {Modeling a class of multilink manipulators with the last link flexible.},
year = {1992},
journal = {IEEE Trans. Robotics Autom.},
author = {{David Wang 001} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/icnn/Vidyasagar93,
title = {Convergence of higher-order neural networks with modified updating.},
year = {1993},
booktitle = {ICNN},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28 - April 1, 1993}
}
@article{journals/tnn/Vidyasagar93,
title = {Location and stability of the high-gain equilibria of nonlinear neural networks.},
year = {1993},
journal = {IEEE Trans. Neural Networks},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/tac/Vidyasagar95,
title = {Minimum-seeking properties of analog neural networks with multilinear objective functions.},
year = {1995},
journal = {IEEE Trans. Autom. Control.},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/ejcon/Vidyasagar96,
title = {A Brief History of the Graph Topology*.},
year = {1996},
journal = {Eur. J. Control},
author = {{M. Vidyasagar}}
}
@article{journals/tit/KulkarniV97,
title = {Learning decision rules for pattern classification under a family of probability measures.},
year = {1997},
journal = {IEEE Trans. Inf. Theory},
author = {{Sanjeev R. Kulkarni} and {M. Vidyasagar}}
}
@article{journals/tnn/DeodhareVK98,
title = {Synthesis of fault-tolerant feedforward neural networks using minimax optimization.},
year = {1998},
journal = {IEEE Trans. Neural Networks},
author = {{Dipti Deodhare} and {M. Vidyasagar} and {S. Sathiya Keerthi}}
}
@article{journals/tac/VidyasagarK00,
title = {Some contributions to fixed-distribution learning theory.},
year = {2000},
journal = {IEEE Trans. Autom. Control.},
author = {{M. Vidyasagar} and {Sanjeev R. Kulkarni}}
}
@inproceedings{conf/cdc/VidyasagarK01,
title = {System identification: a learning theory approach.},
year = {2001},
booktitle = {CDC},
author = {{Mathukumalli Vidyasagar} and {Rajeeva L. Karandikar}},
publisher = {IEEE},
booktitle = {40th IEEE Conference on Decision and Control, CDC 2001, Orlando, FL, USA, 4-7 Dec., 2001}
}
@article{journals/automatica/Vidyasagar01,
title = {Randomized algorithms for robust controller synthesis using statistical learning theory.},
year = {2001},
journal = {Autom.},
author = {{M. Vidyasagar}}
}
@article{journals/automatica/VidyasagarB01,
title = {Probabilistic solutions to some NP-hard matrix problems.},
year = {2001},
journal = {Autom.},
author = {{M. Vidyasagar} and {Vincent D. Blondel}}
}
@article{journals/ejcon/Vidyasagar01,
title = {Randomized Algorithms for Robust Controller Synthesis Using Statistical Learning Theory: A Tutorial Overview.},
year = {2001},
journal = {Eur. J. Control},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/tac/CampiV01,
title = {Learning with prior information.},
year = {2001},
journal = {IEEE Trans. Autom. Control.},
author = {{Marco C. Campi} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/eucc/Vidyasagar03,
title = {Some challenges in computational biology.},
year = {2003},
booktitle = {ECC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {7th European Control Conference, ECC 2003, Cambridge, UK, September 1-4, 2003}
}
@inproceedings{conf/eucc/Vidyasagar03a,
title = {Synthesis of hidden Markov models based on finite sample paths and applications to computational biology.},
year = {2003},
booktitle = {ECC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {7th European Control Conference, ECC 2003, Cambridge, UK, September 1-4, 2003}
}
@inproceedings{conf/cdc/Vidyasagar05,
title = {Convergence of Empirical Means with Alpha-Mixing Input Sequences, and an Application to PAC Learning.},
year = {2005},
booktitle = {CDC/ECC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, CDC/ECC 2005, Seville, Spain, 12-15 December, 2005}
}
@inproceedings{conf/cdc/Vidyasagar05a,
title = {The Realization Problem for Hidden Markov Models: The Complete Realization Problem.},
year = {2005},
booktitle = {CDC/ECC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, CDC/ECC 2005, Seville, Spain, 12-15 December, 2005}
}
@inproceedings{conf/cdc/Vidyasagar06,
title = {The 4M (Mixed Memory Markov Model) Algorithm for Finding Genes from Prokaryote Genomes.},
year = {2006},
booktitle = {CDC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {45th IEEE Conference on Decision and Control, CDC 2006, San Diego, CA, USA, December 13-15, 2006}
}
@inproceedings{conf/ijcnn/DeodhareVM06,
title = {Bimodal Projection-based Features for Pattern Classification.},
year = {2006},
booktitle = {IJCNN},
author = {{Dipti Deodhare} and {M. Vidyasagar} and {M. Narasimha Murty}},
publisher = {IEEE},
booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@inproceedings{conf/cdc/GoyalV07,
title = {Predicting protein-protein interactions in E. coli using machine learning methods.},
year = {2007},
booktitle = {CDC},
author = {{Kshama Goyal} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {46th IEEE Conference on Decision and Control, CDC 2007, New Orleans, LA, USA, December 12-14, 2007}
}
@inproceedings{conf/cdc/Vidyasagar07,
title = {Bounds on the kullback-leibler divergence rate between hidden markov models.},
year = {2007},
booktitle = {CDC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {46th IEEE Conference on Decision and Control, CDC 2007, New Orleans, LA, USA, December 12-14, 2007}
}
@inproceedings{conf/iccta/DeodhareVM07,
title = {A Unified Approach to Encoding and Classification Using Bimodal Projection-Based Features.},
year = {2007},
booktitle = {ICCTA},
author = {{Dipti Deodhare} and {M. Vidyasagar} and {M. Narasimha Murty}},
publisher = {IEEE Computer Society},
booktitle = {2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 5-7 March 2007, Kolkata, India}
}
@article{journals/tac/KhammashTV08,
title = {Guest Editorial - Special Issue on Systems Biology.},
year = {2008},
journal = {IEEE Trans. Autom. Control.},
author = {{Mustafa Khammash} and {Claire J. Tomlin} and {M. Vidyasagar}}
}
@article{journals/tac/VidyasagarMRR08,
title = {The 4M (Mixed Memory Markov Model) Algorithm for Finding Genes in Prokaryotic Genomes.},
year = {2008},
journal = {IEEE Trans. Autom. Control.},
author = {{Mathukumalli Vidyasagar} and {Sharmila S. Mande} and {Ch. V. Siva K. Reddy} and {V. V. Raja Rao}}
}
@inproceedings{conf/cdc/Vidyasagar09,
title = {An elementary derivation of the large deviation rate function for finite state Markov chains.},
year = {2009},
booktitle = {CDC},
author = {{Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 48th IEEE Conference on Decision and Control, CDC 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China}
}
@incollection{reference/complexity/Vidyasagar09,
title = {Learning, System Identification, and Complexity.},
year = {2009},
booktitle = {Encyclopedia of Complexity and Systems Science},
author = {{M. Vidyasagar}},
publisher = {Springer},
booktitle = {Encyclopedia of Complexity and Systems Science}
}
@inproceedings{conf/cdc/Vidyasagar10,
title = {Kullback-Leibler divergence rate between probability distributions on sets of different cardinalities.},
year = {2010},
booktitle = {CDC},
author = {{Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 49th IEEE Conference on Decision and Control, CDC 2010, December 15-17, 2010, Atlanta, Georgia, USA}
}
@inproceedings{conf/cdc/Vidyasagar10a,
title = {Reduced-order modeling of Markov and hidden Markov processes via aggregation.},
year = {2010},
booktitle = {CDC},
author = {{Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 49th IEEE Conference on Decision and Control, CDC 2010, December 15-17, 2010, Atlanta, Georgia, USA}
}
@inproceedings{conf/cdc/DengMMV11,
title = {A recursive learning algorithm for model reduction of Hidden Markov Models.},
year = {2011},
booktitle = {CDC/ECC},
author = {{Kun Deng} and {Prashant G. Mehta} and {Sean P. Meyn} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {50th IEEE Conference on Decision and Control and European Control Conference, 11th European Control Conference, CDC/ECC 2011, Orlando, FL, USA, December 12-15, 2011}
}
@inproceedings{conf/cdc/Vidyasagar11,
title = {A metric between probability distributions on finite sets of different cardinalities.},
year = {2011},
booktitle = {CDC/ECC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {50th IEEE Conference on Decision and Control and European Control Conference, 11th European Control Conference, CDC/ECC 2011, Orlando, FL, USA, December 12-15, 2011}
}
@inproceedings{conf/cdc/Vidyasagar11a,
title = {Optimal order reduction of probability distributions by maximizing mutual information.},
year = {2011},
booktitle = {CDC/ECC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {50th IEEE Conference on Decision and Control and European Control Conference, 11th European Control Conference, CDC/ECC 2011, Orlando, FL, USA, December 12-15, 2011}
}
@inproceedings{conf/cdc/YamamotoV11,
title = {Compact sets in the graph topology and applications to approximation of system design.},
year = {2011},
booktitle = {CDC/ECC},
author = {{Yutaka Yamamoto} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {50th IEEE Conference on Decision and Control and European Control Conference, 11th European Control Conference, CDC/ECC 2011, Orlando, FL, USA, December 12-15, 2011}
}
@article{journals/corr/abs-1104-4521,
title = {Metrics Between Probability Distributions on Finite Sets of Different Cardinalities by Maximizing Mutual Information (MMI)},
year = {2011},
journal = {CoRR},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/ejcon/Vidyasagar11,
title = {Probabilistic Methods in Cancer Biology.},
year = {2011},
journal = {Eur. J. Control},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/mcss/Vidyasagar11,
title = {The complete realization problem for hidden Markov models: a survey and some new results.},
year = {2011},
journal = {Math. Control. Signals Syst.},
author = {{M. Vidyasagar}}
}
@book{series/synthesis/2011Vidyasagar,
title = {Control System Synthesis: A Factorization Approach, Part I},
year = {2011},
isbn = {978-3-031-01828-2},
publisher = {Morgan & Claypool Publishers},
booktitle = {Control System Synthesis Part I},
series = {Synthesis Lectures on Control and Mechatronics},
author = {{Mathukumalli Vidyasagar}}
}
@book{series/synthesis/2011Vidyasagar2,
title = {Control System Synthesis: A Factorization Approach, Part II},
year = {2011},
isbn = {978-3-031-01829-9},
publisher = {Morgan & Claypool Publishers},
booktitle = {Control System Synthesis Part II},
series = {Synthesis Lectures on Control and Mechatronics},
author = {{Mathukumalli Vidyasagar}}
}
@inproceedings{conf/allerton/SinghAMVW12,
title = {A novel application of mixing coefficients for reverse-engineering gene interaction networks.},
year = {2012},
booktitle = {Allerton Conference},
author = {{Nitin K. Singh} and {Mehmet Eren Ahsen} and {Shiva Mankala} and {M. Vidyasagar} and {Michael A. White}},
publisher = {IEEE},
booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012, Allerton Park & Retreat Center, Monticello, IL, USA, October 1-5, 2012}
}
@inproceedings{conf/cdc/AhsenSBVW12,
title = {A new feature selection algorithm for two-class classification problems and application to endometrial cancer.},
year = {2012},
booktitle = {CDC},
author = {{Mehmet Eren Ahsen} and {Nitin K. Singh} and {Todd P. Boren} and {M. Vidyasagar} and {Michael A. White}},
publisher = {IEEE},
booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control, CDC 2012, December 10-13, 2012, Maui, HI, USA}
}
@inproceedings{conf/cdc/VidyasagarY12,
title = {Convergence and compactness of families of proper plants in the graph topology.},
year = {2012},
booktitle = {CDC},
author = {{Mathukumalli Vidyasagar} and {Yutaka Yamamoto}},
publisher = {IEEE},
booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control, CDC 2012, December 10-13, 2012, Maui, HI, USA}
}
@inproceedings{conf/gensips/SinghAMVW12,
title = {Inferring weighted and directed gene interaction networks from gene expression data using the phi-mixing coefficient.},
year = {2012},
booktitle = {GENSiPS},
author = {{Nitin K. Singh} and {Mehmet Eren Ahsen} and {Shiva Mankala} and {M. Vidyasagar} and {Michael A. White}},
publisher = {IEEE},
booktitle = {Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSiPS 2012, Washington, DC, USA, December 2-4, 2012}
}
@article{journals/tac/Vidyasagar12,
title = {A Metric Between Probability Distributions on Finite Sets of Different Cardinalities and Applications to Order Reduction.},
year = {2012},
journal = {IEEE Trans. Autom. Control.},
author = {{Mathukumalli Vidyasagar}}
}
@book{series/sbece/Vidyasagar12,
title = {Computational Cancer Biology - An Interaction Network Approach},
year = {2012},
isbn = {978-1-4471-4751-0},
publisher = {Springer},
series = {Springer Briefs in Electrical and Computer Engineering},
author = {{Mathukumalli Vidyasagar}}
}
@inproceedings{conf/ascc/AhsenV13,
title = {On the computation of mixing coefficients between discrete-valued random variables.},
year = {2013},
booktitle = {ASCC},
author = {{Mehmet Eren Ahsen} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {9th Asian Control Conference, ASCC 2013, Istanbul, Turkey, June 23-26, 2013}
}
@inproceedings{conf/cdc/Vidyasagar13,
title = {Near-ideal behavior of a modified Elastic Net algorithm.},
year = {2013},
booktitle = {CDC},
author = {{Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {Proceedings of the 52nd IEEE Conference on Decision and Control, CDC 2013, Florence, Italy, December 10-13, 2013}
}
@inproceedings{conf/globalsip/SinghSV13,
title = {A sparse Bayesian learning based approach to Inferring Gene Regulatory Networks.},
year = {2013},
booktitle = {GlobalSIP},
author = {{Nitin K. Singh} and {Aishwarya Sundaresan} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013, Austin, TX, USA, December 3-5, 2013}
}
@inproceedings{conf/cdc/AhsenV14,
title = {Near-ideal behavior of compressed sensing algorithms.},
year = {2014},
booktitle = {CDC},
author = {{Mehmet Eren Ahsen} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {53rd IEEE Conference on Decision and Control, CDC 2014, Los Angeles, CA, USA, December 15-17, 2014}
}
@inproceedings{conf/eucc/AhsenV14,
title = {Near-ideal behavior of some compressed sensing algorithms.},
year = {2014},
booktitle = {ECC},
author = {{Mehmet Eren Ahsen} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {13th European Control Conference, ECC 2014, Strasbourg, France, June 24-27, 2014}
}
@inproceedings{conf/eucc/SinghV14,
title = {Inferring Gene Regulatory Networks with Sparse Bayesian Learning and phi-mixing coefficient.},
year = {2014},
booktitle = {ECC},
author = {{Nitin K. Singh} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {13th European Control Conference, ECC 2014, Strasbourg, France, June 24-27, 2014}
}
@article{journals/corr/Vidyasagar14,
title = {Machine Learning Methods in the Computational Biology of Cancer.},
year = {2014},
journal = {CoRR},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/tac/AhsenV14,
title = {Mixing Coefficients Between Discrete and Real Random Variables: Computation and Properties.},
year = {2014},
journal = {IEEE Trans. Autom. Control.},
author = {{Mehmet Eren Ahsen} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/amcc/AhsenV15,
title = {A PAC learning approach to one-bit compressed sensing.},
year = {2015},
booktitle = {ACC},
author = {{Mehmet Eren Ahsen} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {American Control Conference, ACC 2015, Chicago, IL, USA, July 1-3, 2015}
}
@inproceedings{conf/cdc/MisganawASBUWV15,
title = {Optimized prediction of extreme treatment outcomes in ovarian cancer.},
year = {2015},
booktitle = {CDC},
author = {{Burook Misganaw} and {Mehmet Eren Ahsen} and {Nitin K. Singh} and {Keith A. Baggerly} and {Anna Unruh} and {Michael A. White} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {54th IEEE Conference on Decision and Control, CDC 2015, Osaka, Japan, December 15-18, 2015}
}
@incollection{reference/sc/Vidyasagar15,
title = {Learning Theory.},
year = {2015},
booktitle = {Encyclopedia of Systems and Control},
author = {{Mathukumalli Vidyasagar}},
publisher = {Springer},
booktitle = {Encyclopedia of Systems and Control}
}
@inproceedings{conf/amcc/AchantaMV16,
title = {A transfer learning approach for integrating biological data across platforms.},
year = {2016},
booktitle = {ACC},
author = {{Hema Kumari Achanta} and {Burook Misganaw} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {2016 American Control Conference, ACC 2016, Boston, MA, USA, July 6-8, 2016}
}
@inproceedings{conf/amcc/MisganawV16,
title = {A robust platform-independent gene signature for single-sample breast cancer subtyping.},
year = {2016},
booktitle = {ACC},
author = {{Burook Misganaw} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {2016 American Control Conference, ACC 2016, Boston, MA, USA, July 6-8, 2016}
}
@inproceedings{conf/bcb/AhsenBSMLMWV16,
title = {Sparse Feature Selection for Classification and Prediction of Metastasis in Endometrial Cancer: Extended Abstract.},
year = {2016},
booktitle = {BCB},
author = {{Mehmet Eren Ahsen} and {Todd P. Boren} and {Nitin K. Singh} and {Burook Misganaw} and {Jayanthi S. Lea} and {David S. Miller} and {Michael A. White} and {Mathukumalli Vidyasagar}},
publisher = {ACM},
booktitle = {Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2016, Seattle, WA, USA, October 2-5, 2016}
}
@inproceedings{conf/cdc/ChallapalliAV16,
title = {Modelling drug response and resistance in cancer: Opportunities and challenges.},
year = {2016},
booktitle = {CDC},
author = {{Niharika Challapalli} and {Mehmet Eren Ahsen} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {55th IEEE Conference on Decision and Control, CDC 2016, Las Vegas, NV, USA, December 12-14, 2016}
}
@inproceedings{conf/cdc/Vidyasagar16,
title = {A tutorial introduction to compressed sensing.},
year = {2016},
booktitle = {CDC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {55th IEEE Conference on Decision and Control, CDC 2016, Las Vegas, NV, USA, December 12-14, 2016}
}
@article{journals/corr/ChallapalliNV16,
title = {Continuous Hands-off Control by CLOT Norm Minimization.},
year = {2016},
journal = {CoRR},
author = {{Niharika Challapalli} and {Masaaki Nagahara} and {Mathukumalli Vidyasagar}}
}
@article{journals/tcbb/SinghV16,
title = {bLARS: An Algorithm to Infer Gene Regulatory Networks.},
year = {2016},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Nitin K. Singh} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/allerton/LotfiV17,
title = {A fast single-pass algorithm for compressive sensing based on binary measurement matrices.},
year = {2017},
booktitle = {Allerton},
author = {{Mahsa Lotfi} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017, Monticello, IL, USA, October 3-6, 2017}
}
@inproceedings{conf/amcc/AchantaMV17,
title = {A multi-view ℓ1-norm SVM algorithm for data integration in biological applications.},
year = {2017},
booktitle = {ACC},
author = {{Hema Kumari Achanta} and {Burook Misganaw} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {2017 American Control Conference, ACC 2017, Seattle, WA, USA, May 24-26, 2017}
}
@inproceedings{conf/ccta/AchantaMV17,
title = {Integrating biological data across multiple platforms using importance-weighted transfer learning and applications to breast cancer data sets.},
year = {2017},
booktitle = {CCTA},
author = {{Hema Kumari Achanta} and {Burook Misganaw} and {M. Vidyasagar}},
publisher = {IEEE},
booktitle = {IEEE Conference on Control Technology and Applications, CCTA 2017, Mauna Lani Resort, HI, USA, August 27-30, 2017}
}
@inproceedings{conf/isbra/LotfiMV17,
title = {Prediction of Time to Tumor Recurrence in Ovarian Cancer: Comparison of Three Sparse Regression Methods.},
year = {2017},
booktitle = {ISBRA},
author = {{Mahsa Lotfi} and {Burook Misganaw} and {Mathukumalli Vidyasagar}},
publisher = {Springer},
booktitle = {Bioinformatics Research and Applications - 13th International Symposium, ISBRA 2017, Honolulu, HI, USA, May 29 - June 2, 2017, Proceedings}
}
@article{journals/arc/Vidyasagar17,
title = {Machine learning methods in computational cancer biology.},
year = {2017},
journal = {Annu. Rev. Control.},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/corr/abs-1710-07952,
title = {CLOT Norm Minimization for Continuous Hands-off Control.},
year = {2017},
journal = {CoRR},
author = {{Niharika Challapalli} and {Masaaki Nagahara} and {Mathukumalli Vidyasagar}}
}
@article{journals/jmlr/AhsenCV17,
title = {Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect.},
year = {2017},
journal = {J. Mach. Learn. Res.},
author = {{Mehmet Eren Ahsen} and {Niharika Challapalli} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/allerton/LotfiV18,
title = {Array LDPC Code-based Compressive Sensing.},
year = {2018},
booktitle = {Allerton},
author = {{Mahsa Lotfi} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018, Monticello, IL, USA, October 2-5, 2018}
}
@article{journals/tmbmc/SinghACKWV18,
title = {Inferring Genome-Wide Interaction Networks Using the Phi-Mixing Coefficient, and Applications to Lung and Breast Cancer.},
year = {2018},
journal = {IEEE Trans. Mol. Biol. Multi Scale Commun.},
author = {{Nitin K. Singh} and {Mehmet Eren Ahsen} and {Niharika Challapalli} and {Hyun-Seok Kim} and {Michael A. White} and {Mathukumalli Vidyasagar}}
}
@article{journals/tsp/LotfiV18,
title = {A Fast Noniterative Algorithm for Compressive Sensing Using Binary Measurement Matrices.},
year = {2018},
journal = {IEEE Trans. Signal Process.},
author = {{Mahsa Lotfi} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/amcc/BurnwalV19,
title = {Construction of High-Degree Ramanujan Graphs With Applications to Matrix Completion.},
year = {2019},
booktitle = {ACC},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {2019 American Control Conference, ACC 2019, Philadelphia, PA, USA, July 10-12, 2019}
}
@inproceedings{conf/cdc/BurnwalV19,
title = {Completion of Rectangular Matrices Using Asymmetric Ramanujan Graphs.},
year = {2019},
booktitle = {CDC},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {58th IEEE Conference on Decision and Control, CDC 2019, Nice, France, December 11-13, 2019}
}
@inproceedings{conf/cdc/RanjanV19,
title = {Deterministic Construction of Bipolar Matrices For Compressed Sensing.},
year = {2019},
booktitle = {CDC},
author = {{Shashank Ranjan} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {58th IEEE Conference on Decision and Control, CDC 2019, Nice, France, December 11-13, 2019}
}
@article{journals/corr/abs-1908-00963,
title = {Deterministic Completion of Rectangular Matrices Using Asymmetric Ramanujan Graphs.},
year = {2019},
journal = {CoRR},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}}
}
@article{journals/corr/abs-1910-03937,
title = {Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs - II: Explicit Constructions and Phase Transitions.},
year = {2019},
journal = {CoRR},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar} and {Kaneenika Sinha}}
}
@article{journals/csysl/ArcakBV19,
title = {Editorial to the Special Issue of L-CSS on Control and Network Theory for Biological Systems.},
year = {2019},
journal = {IEEE Control. Syst. Lett.},
author = {{Murat Arcak} and {Franco Blanchini} and {M. Vidyasagar}}
}
@article{journals/jmlr/AhsenV19,
title = {An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory.},
year = {2019},
journal = {J. Mach. Learn. Res.},
author = {{Mehmet Eren Ahsen} and {Mathukumalli Vidyasagar}}
}
@article{journals/tsp/RanjanV19,
title = {Tight Performance Bounds for Compressed Sensing With Conventional and Group Sparsity.},
year = {2019},
journal = {IEEE Trans. Signal Process.},
author = {{Shashank Ranjan} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/amcc/BurnwalV20,
title = {Exact Completion of Rectangular Matrices Using Ramanujan Bigraphs.},
year = {2020},
booktitle = {ACC},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {2020 American Control Conference, ACC 2020, Denver, CO, USA, July 1-3, 2020}
}
@inproceedings{conf/amcc/RanjanV20,
title = {For Matrix Recovery, Rank Restricted Isometry Property and Robust Uniform Boundedness Property Imply Rank Robust Null Space Property.},
year = {2020},
booktitle = {ACC},
author = {{Shashank Ranjan} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {2020 American Control Conference, ACC 2020, Denver, CO, USA, July 1-3, 2020}
}
@inproceedings{conf/amcc/Vidyasagar20,
title = {Recent Advances in Reinforcement Learning.},
year = {2020},
booktitle = {ACC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {2020 American Control Conference, ACC 2020, Denver, CO, USA, July 1-3, 2020}
}
@inproceedings{conf/cdc/BurnwalV20,
title = {Deterministic Completion of Rectangular Matrices With Measurement Noise Using Unbalanced Ramanujan Bigraphs.},
year = {2020},
booktitle = {CDC},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {59th IEEE Conference on Decision and Control, CDC 2020, Jeju Island, South Korea, December 14-18, 2020}
}
@article{journals/arc/AnsumaliKKPV20,
title = {Modelling a pandemic with asymptomatic patients, impact of lockdown and herd immunity, with applications to SARS-CoV-2.},
year = {2020},
journal = {Annu. Rev. Control.},
author = {{Santosh Ansumali} and {Shaurya Kaushal} and {Aloke Kumar} and {Meher K. Prakash} and {M. Vidyasagar}}
}
@article{journals/automatica/NagaharaCCV20,
title = {CLOT norm minimization for continuous hands-off control.},
year = {2020},
journal = {Autom.},
author = {{Masaaki Nagahara} and {Debasish Chatterjee} and {Niharika Challapalli} and {Mathukumalli Vidyasagar}}
}
@article{journals/tsp/BurnwalV20,
title = {Deterministic Completion of Rectangular Matrices Using Asymmetric Ramanujan Graphs: Exact and Stable Recovery.},
year = {2020},
journal = {IEEE Trans. Signal Process.},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}}
}
@article{journals/tsp/LotfiV20,
title = {Compressed Sensing Using Binary Matrices of Nearly Optimal Dimensions.},
year = {2020},
journal = {IEEE Trans. Signal Process.},
author = {{Mahsa Lotfi} and {Mathukumalli Vidyasagar}}
}
@inproceedings{conf/cdc/AgrawalKV21,
title = {SUTRA: An Approach to Modelling Pandemics with Undetected (Asymptomatic) Patients, and Applications to COVID-19.},
year = {2021},
booktitle = {CDC},
author = {{Manindra Agrawal} and {Madhuri Kanitkar} and {Mathukumalli Vidyasagar}},
publisher = {IEEE},
booktitle = {2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA, December 14-17, 2021}
}
@article{journals/corr/abs-2109-03445,
title = {Convergence of Batch Asynchronous Stochastic Approximation With Applications to Reinforcement Learning.},
year = {2021},
journal = {CoRR},
author = {{Rajeeva L. Karandikar} and {M. Vidyasagar}}
}
@inproceedings{conf/cdc/Vidyasagar22,
title = {A New Converse Lyapunov Theorem for Global Exponential Stability and Applications to Stochastic Approximation.},
year = {2022},
booktitle = {CDC},
author = {{M. Vidyasagar}},
publisher = {IEEE},
booktitle = {61st IEEE Conference on Decision and Control, CDC 2022, Cancun, Mexico, December 6-9, 2022}
}
@article{journals/corr/abs-2209-07028,
title = {Estimating large causal polytree skeletons from small samples.},
year = {2022},
journal = {CoRR},
author = {{Sourav Chatterjee} and {Mathukumalli Vidyasagar}}
}
@article{journals/csysl/BurnwalV22,
title = {Modified Error Bounds for Matrix Completion and Application to RL.},
year = {2022},
journal = {IEEE Control. Syst. Lett.},
author = {{Shantanu Prasad Burnwal} and {Mathukumalli Vidyasagar}}
}
@article{journals/frai/BansalCKAVKM22,
title = {A prospective evaluation of breast thermography enhanced by a novel machine learning technique for screening breast abnormalities in a general population of women presenting to a secondary care hospital.},
year = {2022},
journal = {Frontiers Artif. Intell.},
author = {{Richa Bansal} and {Sathiakar Collison} and {Lakshmi Krishnan} and {Bharat Aggarwal} and {Mathukumalli Vidyasagar} and {Siva Teja Kakileti} and {Geetha Manjunath}}
}
@article{journals/corr/abs-2304-00803,
title = {A Tutorial Introduction to Reinforcement Learning.},
year = {2023},
journal = {CoRR},
author = {{Mathukumalli Vidyasagar}}
}
@article{journals/corr/abs-2312-02828,
title = {Convergence Rates for Stochastic Approximation: Biased Noise with Unbounded Variance, and Applications.},
year = {2023},
journal = {CoRR},
author = {{Rajeeva L. Karandikar} and {M. Vidyasagar}}
}
@article{journals/mcss/Vidyasagar23,
title = {Convergence of stochastic approximation via martingale and converse Lyapunov methods.},
year = {2023},
month = {June},
journal = {Math. Control. Signals Syst.},
author = {{M. Vidyasagar}}
}