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Stochastic optimization
Results: 750

#	Item
31	Recursive utility using the stochastic maximum principle Knut K. Aase ∗ Add to Reading List Source URL: www.qeconomics.org Language: English - Date: 2016-07-31 11:25:04 Economy Finance Money Financial risk Equations Mathematical optimization Behavioral finance Expected utility Bellman equation Hyperbolic absolute risk aversion Elasticity of intertemporal substitution Equity premium puzzle
32	Fast Optimization for t-SNE Laurens van der Maaten Department of Computer Science and Engineering, University of California, San Diego 9500 Gilman Drive, La Jolla, CA 92093, USA Pattern Recognition & Bioinformatics Lab, Add to Reading List Source URL: lvdmaaten.github.io Language: English - Date: 2016-07-16 15:30:43 Multivariate statistics Numerical analysis Statistics Applied mathematics Dimension reduction T-distributed stochastic neighbor embedding Computational statistics Nonlinear dimensionality reduction Mathematical optimization Dimensionality reduction Deep learning Artificial neural network
33	EasyAnalyzer: an object-oriented framework for the experimental analysis of stochastic local search algorithms? Luca Di Gaspero1 , Andrea Roli2 , and Andrea Schaerf1 1 DIEGM, University of Udine, via delle Scienze 208, Add to Reading List Source URL: tmancini.di.uniroma1.it Language: English - Date: 2008-12-16 11:05:54 Software engineering Software Numerical analysis Mathematical optimization Numerical software Distributed computing architecture Operations research Paradiseo Algorithm Solver Design Patterns User interface
34	I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Algebra Mathematics Multivariate statistics Numerical analysis Numerical linear algebra Iterative methods Dimension reduction Principal component analysis Singular value decomposition Stochastic optimization Nonlinear dimensionality reduction Sparse dictionary learning
35	CGL Workshop 2013 – Athens Optimization and Learning with Random Pursuit Sebastian U. Stich joint work with Christian L. M¨ Add to Reading List Source URL: sstich.ch Language: English - Date: 2013-10-07 05:25:18 Mathematical analysis Stochastic processes Mathematical optimization Operations research Random walk Convex function XK Analysis
36	A Variational Analysis of Stochastic Gradient Algorithms Stephan Mandt Columbia University, Data Science Institute, New York, USA SM 3976@ COLUMBIA . EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2016-07-20 01:41:10 Statistics Mathematical analysis Statistical theory Estimation theory Bayesian statistics Stochastic optimization Probability theory Computational statistics Expectationmaximization algorithm Stochastic gradient descent OrnsteinUhlenbeck process Variational Bayesian methods
37	Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora∗ Princeton University, Computer Science Department Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Mathematics Numerical analysis Algebra Linear algebra Convex optimization Operations research Computational statistics Mathematical optimization K-SVD Sparse approximation Deep learning Stochastic gradient descent
38	Estimation, Optimization, and Parallelism when Data is Sparse H. Brendan McMahan2 Google, Inc.2 Seattle, WA 98103 Add to Reading List Source URL: stanford.edu Language: English - Date: 2014-09-05 13:17:03 Operations research Numerical analysis Mathematical analysis Numerical linear algebra Applied mathematics Mathematical optimization Online machine learning Sparse approximation Stochastic programming Support vector machine
39	Journal of Machine Learning Research2159 Submitted 3/10; Revised 3/11; Published 7/11 Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2011-07-05 16:26:18 Mathematical optimization Numerical analysis Mathematical analysis Convex optimization Stochastic optimization Machine learning Gradient descent Stochastic gradient descent Subgradient method Proximal gradient methods for learning Perceptron BroydenFletcherGoldfarbShanno algorithm
40	Solving for the Retirement Age in a Continuous-time Model with Endogenous Labor Supply Emin Gahramanovy Xueli Tang Add to Reading List Source URL: www.econ.upd.edu.ph Language: English - Date: 2014-08-01 04:19:54 Optimal control Economy Mathematical optimization Systems theory Consumer behaviour Stochastic control Mathematical analysis Control theory Hamiltonian Elasticity of intertemporal substitution Intertemporal choice Intertemporal CAPM