vivek s borkar

Hamiltonian Cycle Problem and Markov Chains

This research monograph summarizes a line of research that maps certain classical problems of dis...

Stochastic Approximation

Probability Theory

Stochastic Approximation: A Dynamical Systems Viewpoint

This book serves as an advanced text for a graduate course on stochastic algorithms for the stude...

Elementary Convexity with Optimization

This book develops the concepts of fundamental convex analysis and optimization by using advanced...

Stochastic Approximation: A Dynamical Systems Viewpoint

This book serves as an advanced text for a graduate course on stochastic algorithms for the stude...

Probability Theory

This book presents a selection of topics from probability theory. Essentially, the topics chosen ...

Hamiltonian Cycle Problem and Markov Chains

This research monograph summarizes a line of research that maps certain classical problems of ...

Stochastic Approximation

Simple, compact toolkit for designing and analyzing algorithms, with concrete examples from contr...

Hamiltonian Cycle Problem and Markov Chains

This research monograph summarizes a line of research that maps certain classical problems of ...

Elementary Convexity with Optimization

This book develops the concepts of fundamental convex analysis and optimization by using advan...

Stochastic Approximation: A Dynamical Systems Viewpoint

This book serves as an advanced text for a graduate course on stochastic algorithms for the stude...