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Stochastic optimization
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41	CrossMark_Color_Stacked_p Add to Reading List Source URL: www.eeh.ee.ethz.ch Language: English - Date: 2016-08-09 03:59:25 Stochastic optimization Mathematical optimization Operations research Applied mathematics Stochastic programming Operating reserve Ancillary services Wind power Scenario optimization Mathematical analysis Electrical engineering
42	Measuring Interestingness of Continuous Game Problems Samuel A. Roberts, Simon M. Lucas Abstract—This paper investigates the relationship between the difficulty and the interestingness of individual problem candidates Add to Reading List Source URL: eldar.mathstat.uoguelph.ca Language: English - Date: 2016-07-12 12:05:04 Operations research Numerical analysis Systems science Cybernetics Evolutionary algorithms Applied mathematics CMA-ES Stochastic optimization Lunar Lander Mathematical optimization Dynamical system
43	Revisiting natural gradient for deep networks Yoshua Bengio Universit´e de Montr´eal Montr´eal QC H3C 3J7 Canada Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-02-18 01:51:44 Numerical analysis Mathematical analysis Mathematics Estimation theory Numerical linear algebra M-estimators Stochastic optimization Conjugate gradient method Nonlinear conjugate gradient method Gradient descent Gradient method Hessian matrix
44	Increasing the Action Gap: New Operators for Reinforcement Learning Marc G. Bellemare and Georg Ostrovski and Arthur Guez Philip S. Thomas∗ and R´emi Munos Google DeepMind {bellemare,ostrovski,aguez,munos}@google.com; Add to Reading List Source URL: psthomas.com Language: English - Date: 2015-12-12 00:05:18 Mathematics Mathematical optimization Dynamic programming Mathematical analysis Equations Operations research Systems theory Stochastic control Bellman equation Markov decision process Q-learning Reinforcement learning
45	Tractable Bayesian Optimal Policy in the Presence of Regime Change and Local Parameter Uncertainty Eric T. Swanson Federal Reserve Bank of San Francisco http://www.ericswanson.pro Add to Reading List Source URL: www.ericswanson.us Language: English - Date: 2012-07-30 14:56:23 Statistics Mathematical analysis Probability Operations research Control theory Mathematical optimization Regression analysis Cybernetics Optimal control Parameter Normal distribution Stochastic control
46	Hedging and Portfolio Optimization in Financial Markets with a Large Trader By Peter Bank† and Dietmar Baum‡ Abstract Add to Reading List Source URL: page.math.tu-berlin.de Language: English Mathematical finance Economy Finance Money Stochastic processes Financial markets Options Martingale theory Semimartingale Arbitrage Forward contract BlackScholes model
47	Proceedings of Symposia in Applied Mathematics Stochastic Evolutionary Game Dynamics: Foundations, Deterministic Approximation, and Equilibrium Selection William H. Sandholm Add to Reading List Source URL: www.ssc.wisc.edu Language: English - Date: 2011-05-30 11:37:48 Game theory Mathematics Science and technology Evolutionary game theory Probability theory Nash equilibrium Strategy Mathematical optimization Markov chain Best response Normal-form game
48	Dynamic equilibrium with heterogeneous agents and risk constraints Rodolfo Prieto∗ November 2009 Abstract We examine the impact of risk-based portfolio constraints on asset prices in a standard exchange economy model w Add to Reading List Source URL: www.hec.unil.ch Language: English - Date: 2009-12-08 11:44:02 Economy Mathematical finance Finance Money Economic equilibrium Portfolio optimization General equilibrium theory Mathematical optimization Risk premium Financial risk Incomplete markets Stochastic volatility
49	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 Dimension reduction Iterative methods Numerical linear algebra Principal component analysis Singular value decomposition Stochastic optimization Algorithm Sparse dictionary learning
50	CS168: The Modern Algorithmic Toolbox Lecture #6: Stochastic Gradient Descent and Regularization Tim Roughgarden & Gregory Valiant∗ April 13, 2016 Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:44 Statistics Numerical analysis Mathematics Computational statistics Regression analysis Econometrics Convex optimization Estimation theory Stochastic gradient descent Gradient descent Linear regression Mathematical optimization

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