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Stochastic optimization
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201	The Bellman Equation for Power Utility Maximization with Semimartingales Marcel Nutz ETH Zurich, Department of Mathematics, 8092 Zurich, Switzerland First Version: December 9, 2009. This Version: Add to Reading List Source URL: www.math.columbia.edu Language: English - Date: 2011-07-12 11:24:16 Mathematical optimization Equations Operations research Semimartingale Bellman equation Martingale Dynamic programming Stochastic calculus Optimal control Statistics Martingale theory Stochastic processes
202	CREATIV: Stochastic Processing Calculus: A New Methodology for Advanced Semiconductor Manufacturing and Data Center Networking PIs: J. G. Dai (Georgia Tech), B. Lin (UCSD), J. Xu (Georgia Tech) This CREATIV project aims Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2014-03-25 14:55:42 Statistical randomness Stochastic Operations research Semiconductor device fabrication Parallel computing Virtualization Terminology Knowledge Mathematical optimization Science
203	Do you need sophisticated tools for data-based decision analysis? Lawrence Livermore can turn highly complex, multi-modal data sets into information that can be applied to actionable decisions, optimally deployed resourc Add to Reading List Source URL: data-analytics.llnl.gov Language: English - Date: 2014-10-17 13:15:59 University of California United States Department of Energy National Laboratories Ethology Battelle Memorial Institute Lawrence Livermore National Laboratory Livermore Valley Mathematical optimization Data mining Stochastic optimization Science Formal sciences Knowledge
204	Shared Autonomy via Hindsight Optimization Shervin Javdani, Siddhartha S. Srinivasa, J. Andrew Bagnell The Robotics Institute, Carnegie Mellon University {sjavdani, siddh, dbagnell}@cs.cmu.edu Abstract—In shared autono Add to Reading List Source URL: www.ri.cmu.edu Language: English - Date: 2015-05-06 09:31:40 Stochastic control Virtual reality Control theory Mathematics Partially observable Markov decision process User interface Markov decision process Virtual fixture Lyapunov stability Statistics Dynamic programming Markov processes
205	More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server †Qirong Ho, †James Cipar, §Henggang Cui, †Jin Kyu Kim, †Seunghak Lee, ‡Phillip B. Gibbons, †Garth A. Gibson, §Gregory R. Gange Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-11-26 14:10:57 Stochastic optimization Inter-process communication Parallel computing Vector clock Distributed computing Futures and promises Lasso Ant colony optimization algorithms Bulk synchronous parallel Concurrent computing Computing Distributed algorithms
206	Performance Optimization of a Parallel, Two Stage Stochastic Linear Program Akhil Langer‡ , Ramprasad Venkataraman‡ , Udatta Palekar∗ , Laxmikant V. Kale‡ ‡ Dept of Computer Science, ∗ College of Business Uni Add to Reading List Source URL: charm.cs.illinois.edu Language: English - Date: 2012-10-13 15:37:06 Applied mathematics Linear programming Mathematical optimization K-means clustering Cluster analysis Stochastic Numerical analysis Statistics Mathematics Operations research
207	CORS 15_CORS:28 AM Page 9 TECHNICAL SESSIONS Sunday, 1:30pm - 3:00pm How to Navigate the Add to Reading List Source URL: meetings2.informs.org Language: English - Date: 2015-05-27 12:54:06 Science Applied mathematics Monte Carlo method Linear programming Stochastic programming Stochastic optimization Genetic algorithm Global optimization Dynamic programming Mathematical optimization Mathematics Operations research
208	Stochastic and fluid index policies for resource allocation problems M. Larran˜aga1,2,5 , U. Ayesta2,3,4,5 , I.M. Verloop1,5 IRIT, 2 rue C. Carmichel, FToulouse, France. 2 CNRS, LAAS, 7 avenue du colonel Roche, F Add to Reading List Source URL: homepages.laas.fr Language: English - Date: 2015-02-17 15:01:29 Systems theory Dynamic programming Operations research Equations Optimal control Bellman equation Multi-armed bandit Markov decision process Relaxation Statistics Mathematical optimization Control theory
209	In Search of a Scalable, Parallel Branch-and-Bound for Two-Stage Stochastic Integer Optimization Akhil Langer‡ , Ramprasad Venkataraman‡ , Udatta Palekar∗ , Laxmikant V. Kale‡ ‡ Department of Computer Science, Add to Reading List Source URL: charm.cs.illinois.edu Language: English - Date: 2013-03-28 16:07:21 Graph connectivity Graph theory Convex optimization Linear programming Operations research Path Degree Breadth-first search Mathematics Theoretical computer science Applied mathematics
210	The Opportunity Process for Optimal Consumption and Investment with Power Utility Marcel Nutz ETH Zurich, Department of Mathematics, 8092 Zurich, Switzerland First Version: November 24, 2009. Thi Add to Reading List Source URL: www.math.columbia.edu Language: English - Date: 2011-07-12 11:25:17 Equations Consumer theory Mathematical optimization Martingale Semimartingale Dynamic programming Bellman equation No free lunch with vanishing risk Utility Statistics Martingale theory Stochastic processes

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