A Stochastic Hybrid Approximation for Chemical Kinetics Based on the Linear Noise Approximation Luca Cardelli1,2 , Marta Kwiatkowska2 , and Luca Laurenti2 1

Source URL: qav.comlab.ox.ac.uk

• Mathematical analysis
• Functional analysis
• Metaphysics
• Stochastic processes
• Distribution
• Stochastic simulation
• Dynamical system

Proceedings of the 2011 Winter Simulation Conference S. Jain, R. R. Creasey, J. Himmelspach, K. P. White, and M. Fu, eds. A regularized adaptive steplength stochastic approximation scheme for monotone stochastic variatio

Source URL: www.ifp.illinois.edu

Non-parametric Stochastic Approximation with Large Step sizes Aymeric Dieuleveut, Francis Bach To cite this version: Aymeric Dieuleveut, Francis Bach. Non-parametric Stochastic Approximation with Large Step

Source URL: www.ljll.math.upmc.fr

On Stochastic Gradient and Subgradient Methods with Adaptive Steplength Sequences Farzad Yousefian, Angelia Nedi´c, and Uday V. Shanbhag Abstract Traditionally, stochastic approximation (SA) schemes have been popular ch

Source URL: www.ifp.illinois.edu

Moments and Cumulants in Stochastic Approximation 1 ¨rgen Dippon Ju Fachbereich Mathematik

Source URL: www.isa.uni-stuttgart.de

Single Timescale Regularized Stochastic Approximation Schemes for Monotone Nash games under Uncertainty Jayash Koshal, Angelia Nedi´c and Uday V. Shanbhag Abstract— In this paper, we consider the distributed computati

Source URL: www.ifp.illinois.edu

On Implementation of the Markov Chain Monte Carlo Stochastic Approximation Algorithm Yihua Jiang, Peter Karcher and Yuedong Wang Abstract The Markov Chain Monte Carlo Stochastic Approximation Algorithm (MCMCSAA) was deve

Source URL: www.pstat.ucsb.edu

Fluid Approximation for the Analysis of Collective Systems Jane Hillston LFCS, University of Edinburgh

Source URL: homepages.inf.ed.ac.uk

• System
• Stochastic
• Fluid limit
• Economic model

A Constant-Factor Approximation for Stochastic Steiner Forest ∗ Anupam Gupta Amit Kumar

Source URL: www.cs.cmu.edu

• Graph theory
• Computational complexity theory
• Mathematics
• NP-complete problems
• Vertex cover
• Steiner tree problem
• Shortest path problem
• Linear programming
• Edge disjoint shortest pair algorithm
• Minimum bottleneck spanning tree

Fluid Approximation for the Analysis of Collective Adaptive Systems Jane Hillston LFCS, University of Edinburgh

Source URL: homepages.inf.ed.ac.uk

• System
• Stochastic
• Artificial intelligence
• Systems theory
• Systems engineering