ePrints@IIScePrints@IISc Home | About | Browse | Latest Additions | Advanced Search | Contact | Help

Browse by Author

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: Item Type | No Grouping
Number of items: 58.

Conference Proceedings

Bora, Ashish and Borkar, VS and Garg, Dinesh and Sundaresan, Rajesh (2017) Edge Conductance Estimation Using MCMC. In: 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton), SEP 27-30, 2016, Monticello, IL, pp. 202-208.

Borkar, VS and Makhijani, R and Sundaresan, R (2013) Gossip With Transmission Constraints. In: Information Theory and Applications Workshop, FEB 10-15, 2013 , San Diego, CA .

Conference Paper

Borkar, VS and Sundaresan, Rajesh (2011) Asymptotics of the invariant measure in mean field models with jumps. In: 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 28-30 Sept. 2011, Monticello, IL.

Garg, Dinesh and Manjunath, D and Borkar, VS (2005) Network pricing for QoS: A 'Regulation' approach. In: Advances in Control, Communication Networks, and Transportation Systems, JUN 05-07, 2005, Berkeley, CA.

Borkar, VS and Mitter, Sanjoy K and Tatikonda, Sekhar C (1998) Optimal Sequential Vector Quantization of Markov Sources. In: 1998 IEEE International Symposium on Information Theory, 16-21 August, Cambridge,USA, p. 71.

Borkar, VS and Meyn, SP (1998) Stability and Convergence of Stochastic Approximation using the O.D.E. Method. In: 37th IEEE Conference on Decision and Control, 1998, 16-18 December, Florida,USA, Vol.1, 277-282.

Borkar, VS and Sastry, PS and Rajaraman, K (1993) Learning Stochastic Dependences through matching of Empirical Averages. In: IEEE Bangalore Section 3rd Symposium on Intelligent Systems, Nov.1993, Bangalore.

Uma, K and Borkar, VS and Sastry, PS (1993) A Stochastic Algorithm for Edge Detection. In: IEEE Bangalore Section 3rd Symposium on Intelligent Systems, Nov. 1993, Bangalore.

Journal Article

Prabuchandran, KJ and Bhatnagar, Shalabh and Borkar, VS (2016) Actor-Critic Algorithms with Online Feature Adaptation. In: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 26 (4).

Borkar, VS and Makhijani, Rahul and Sundaresan, Rajesh (2014) Asynchronous Gossip for Averaging and Spectral Ranking. In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 8 (4). pp. 703-716.

Bhatnagar, Shalabh and Borkar, VS and Prabuchandran, KJ (2013) Feature Search in the Grassmanian in Online Reinforcement Learning. In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 7 (5). pp. 746-758.

Borkar, VS and Ghosh, Mrinal K and Rangarajan, Govindan (2010) Application of nonlinear filtering to credit risk. In: Operations Research Letters, 38 (6). pp. 527-532.

Basu, Arnab and Bhattacharyya, Tirthankar and Borkar, VS (2008) A Learning Algorithm for Risk-Sensitive Cost. In: Mathematics of Operations Research, 33 (4). pp. 880-898.

Bhatnagar, Shalabh and Borkar, VS and Akarapu, Madhukar (2006) A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events. In: Journal of Machine Learning Research, 7 . pp. 1937-1962.

Shalabh, Bhatnagar and Borkar, VS (2003) Multiscale Chaotic SPSA and Smoothed Functional Algorithms for Simulation Optimization. In: Simulation, 79 (10). pp. 568-580.

Borkar, VS and Ghosh, Mrinal K (2003) Ergodic Control of Partially Degenerate Diffusions in a Compact Domain. In: Stochastics An International Journal of Probability and Stochastic Processes, 75 (4). pp. 221-231.

Borkar, VS and Chandru, Vijay and Mitter, Sanjoy K (2002) Mathematical Programming Embeddings of Logic. In: Journal of Automated Reasoning, 29 (1). pp. 91-106.

Borkar, VS and Meyn, SP (2002) Risk-sensitive optimal control for Markov decision processes with monotone cost. In: Mathematics of Operations Research, 27 (1). pp. 192-209.

Borkar, VS and Meyn, SP (2000) The ODE method for convergence of stochastic approximation and reinforcement learning. In: SIAM Journal on Control And Optimization, 38 (2). pp. 447-469.

Borkar, VS and Gupta, Piyush (1999) Randomized Neural Networks for Learning Stochastic Dependences. In: IEEE Transactions on Systems Man and Cybernetics Part B Cybernetics, 29 (4). pp. 469-480.

Bharath, B and Borkar, VS (1999) Stochastic approximation algorithms: Overview and recent trends. In: Sadhana, 24 (Part 4). pp. 425-452.

Borkar, VS and Ghosh, MK and Sahay, P (1999) Optimal control of a stochastic hybrid system with discounted cost. In: Journal of Optimization Theory and Applications, 101 (3). pp. 557-580.

Soumyanath, K and Borkar, VS (1999) An Analog Scheme for Fixed-Point Computation - Part II: Applications. In: IEEE Transactions on Circuits and Systems - I: Fundamental Theory and Applications, 46 (4). pp. 442-451.

Borkar, VS and Mitter, SK (1999) A Strong Approximation Theorem for Stochastic Recursive Algorithm. In: Journal of Optimization Theory And Applications, 100 (3). pp. 499-513.

Borkar, VS and Jain, Sanjay and Rangarajan, Govindan (1999) Evolutionary games with two timescales. In: Physlca D, 125 (1-2). pp. 155-166.

Borkar, VS (1998) Ergodic control of partially observed Markov chains. In: Systems & Control Letters, 34 (4). pp. 185-189.

Borkar, VS (1998) Asynchronous stochastic approximations. In: SIAM Journal on Control and Optimization, 36 (3). pp. 840-851.

Ranjan, Uma and Sastry, PS and Borkar, VS (1998) Edge Detection through Time homogeneous Markov Chains. In: Journal of the Indian Institute of Science, 78 . pp. 31-43.

Branicky, Michael S and Borkar, VS and Mitter, Sanjoy K (1998) A Unified Framework for Hybrid Control: Model and Optimal Control Theory. In: IEEE Transactions on Automatic Control, 43 (1). pp. 31-45.

Borkar, VS and Jain, Sanjay and Rangarajan, Govindan (1998) Dynamics of individual specialization and global diversification in communities. In: Complexity, 3 (3). pp. 50-56.

Bhatnagar, Shalabh and Borkar, VS (1998) A two timescale stochastic approximation scheme for simulation-based parametric optimization. In: Probability in the Engineering and Informational Sciences, 12 (4). pp. 519-531.

Borkar, VS (1997) Stochastic approximation with two time scales. In: Systems & Control Letters, 29 (5). pp. 291-294.

Basak, GK and Borkar, VS and Ghosh, MK (1997) Ergodic control of degenerate diffusions. In: Stochastic Analysis And Applications, 15 (1). pp. 1-17.

Bhatnagar, Shalabh and Borkar, VS (1997) Multiscale stochastic approximation for parametric optimization of hidden Markov models. In: Probability in the Engineering and Informational Sciences, 11 (4). pp. 509-522.

Borkar, VS (1996) Distributed computation of fixed points of infinity-nonexpansive maps. In: Proceedings of the Indian Academy of Sciences - Mathematical Sciences, 106 (3). pp. 289-300.

Bhatt, Abhay G and Borkar, VS (1996) Occupation Measures for Controlled Markov Processes: Characterization And Optimality. In: Annals of Probability, 24 (03). pp. 1531-1562.

Borkar, VS and Mitter, Sanjoy K (1996) Stochastic Processes that Generate Polygonal and Related Random Fields. In: IEEE Transactions on Information Theory, 42 (2). 606 -617.

Bhatnagar, S and Borkar, VS (1995) A convex analytic framework for ergodic control of semi-Markov processes. In: Mathematics of Operations Research, 20 (4). pp. 923-936.

Borkar, VS (1995) On Ergodic Control of Degenerate Diffusions. In: Journal of Optimization Theory and Applications, 86 (1). pp. 251-261.

Borkar, VS and Kumar, S (1995) On Extremal Solutions of Controlled Nonlinear Filtering Equations. In: SIAM Journal on Control and Optimization, 33 (3). pp. 718-724.

Borkar , VS and Phansalkar, VV (1994) Managing interprocessor delays in distributed recursive algorithms. In: Sadhana : Academy Proceedings in Engineering Sciences, 19 (part 6). pp. 995-1003.

Borkar, VS and Govindan, TE (1994) Optimal Control of Semilinear Stochastic Evolution Equations. In: Nonlinear Analysis, 23 (1). pp. 15-35.

Borkar, VS (1994) Ergodic control of Markov Chains with Constraints – The General Case. In: SIAM Journal on Control and Optimization, 32 (1). pp. 176-186.

Borkar, VS (1993) On infinitesimal σ-fields generated by random processes. In: Proceedings of the Indian Academy of Sciences - Mathematical Sciences, 103 (3). pp. 329-332.

Borkar, VS (1993) White-Noise Representations in Stochastic Realization Theory. In: SIAM Journal on Control and Optimization, 31 (5). pp. 1093-1102.

Borkar, VS (1993) Controlled Diffusions with Constraints, II. In: Journal of Mathematical Analysis and Applications, 176 (2). pp. 310-321.

Borkar, VS (1993) On extremal solutions to stochastic control problems, II. In: Applied Mathematics and Optimization, 28 (1). pp. 49-56.

Borkar, VS (1993) On the Milito-Cruz adaptive control scheme for Markov chains. In: Journal of Optimization Theory and Applications, 77 (2). pp. 387-397.

Borkar, VS and Ghosh, MK (1993) Denumerable state stochastic games with limiting average payoff. In: Journal of Optimization Theory and Applications, 76 (3). pp. 539-560.

Arapostathis, Aristotle and Borkar, VS and Fernández-Gaucherand, Emmanuel and Ghosh, Mrinal K and Marcus, Steven I (1993) Discrete-Time Controlled Markov Processes with Average Cost Criterion: A Survey. In: SIAM Journal on Control and Optimization, 31 (2). pp. 282-344.

Borkar, VS and Ghosh, MK (1992) Stochastic differential games: Occupation measure based approach. In: Journal of Optimization Theory and Applications, 73 (2). pp. 359-385.

Borkar, VS (1991) On Extremal Solutions to Stochastic Control Problems. In: Applied Mathematics and Optimization, 24 (1). pp. 317-330.

Borkar, VS (1991) A Remark on Control of Partially Observed Markov Chains. In: Annals of Operations Research, 29 (1). pp. 429-438.

Borkar, VS and Ghosh, Mrinal K (1991) Ergodic and adaptive control of nearest-neighbor motions. In: Mathematics of Control, Signals, and Systems, 5 (4). pp. 81-98.

Borkar, VS (1991) Self-Tuning Control of Diffusions without the Identifiability Condition. In: Journal of Optimization Theory and Applications, 68 (1). pp. 117-138.

Borkar, VS (1990) Controlled Markov chains with constraints. In: Sadhana, 15 (4-5). pp. 405-413.

Borkar, VS and Ghosh, Mrinal K (1990) Controlled diffusions with constraints. In: Journal of Mathematical Analysis and Applications, 152 (1). pp. 88-108.

Editorials/Short Communications

Borkar, VS (1999) Stochastic differential equations and applications. In: Current Science (Bangalore), 76 (2). 128-128 .

This list was generated on Tue Nov 19 21:17:19 2019 IST.