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Stochastic
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651	We show that any model trained by a stochastic gradient method with few iterations has vanishing generalization error. We prove this by showing the method is algorithmically stable in the sense of Bousquet and Elisseeff. Add to Reading List Source URL: mmds-data.org - Date: 2016-06-23 15:50:48
652	Essentials of fluctuation dominated kinetics: why bother? Zoran Konkoli, Chalmers University of Technology All chemical reactions are intrinsically stochastic and realistic in vivo descriptions of chemical reaction netwo Add to Reading List Source URL: www.hieratic.eu Language: English Mathematical and theoretical biology Chemical kinetics Differential equation Statistics Reactiondiffusion system Chemical reaction
653	Fiscal Calculus in a NK Model with Matching Frictions by Alessia Campolmi, Ester Faia and Roland C. Winkler Discussant’s Comments – Paul Levine page 1 of 5 Add to Reading List Source URL: www.monfispol.eu Language: English - Date: 2011-04-20 14:05:39 Keynesian economics Fiscal policy New Keynesian economics Fiscal multiplier Multiplier Dynamic stochastic general equilibrium Macroeconomic model John Maynard Keynes Stimulus Unemployment
654	Statistical Inference for Stochastic Processes 6: 111–133, 2003. c 2003 Kluwer Academic Publishers. Printed in the Netherlands. 111 Add to Reading List Source URL: myweb.fsu.edu Language: English - Date: 2008-10-19 22:21:18 Algebra of random variables Covariance Covariance and correlation Estimation theory Robot control Linear filters Kalman filter
655	arXiv:1112.1603v4 [math.PR] 19 JunStopping times are hitting times: a natural representation Tom Fischer∗ University of Wuerzburg Add to Reading List Source URL: arxiv.org Language: English - Date: 2012-06-20 23:04:38 Stochastic processes Stopping time Hitting time Adapted process Tau Local martingale It diffusion
656	Asymmetric Volatility Risk: Evidence from Option Markets ⇤ Jens Jackwerth Grigory Vilkov Add to Reading List Source URL: www.istfin.eco.usi.ch Language: English - Date: 2014-02-04 04:12:07 Mathematical finance Options Technical analysis VIX Implied volatility Volatility smile Volatility Stochastic volatility Moneyness BlackScholes model Copula S&P/ASX 200 VIX
657	Sebastian U. Stich MADALGO & CTIC Summer SchoolInstitute of Theoretical Computer Science Add to Reading List Source URL: sstich.ch Language: English - Date: 2011-09-05 06:18:42 Evolutionary algorithms Mathematical optimization Operations research Stochastic optimization CMA-ES Convex optimization Global optimization Gradient descent Evolution strategy Gaussian adaptation Derivative-free optimization Gradient method
658	MULTIDIMENSIONAL COVARIATE EFFECTS IN SPATIAL AND JOINT EXTREMES Philip Jonathan, Kevin Ewans, David Randell, Yanyun Wu www.lancs.ac.uk/∼jonathan Wave Hindcasting & Forecasting Workshop, Add to Reading List Source URL: www.waveworkshop.org Language: English - Date: 2013-10-29 11:29:00 Statistical theory Actuarial science Signal processing Stochastic processes Emergency management Extreme value theory Stationary process Royal Dutch Shell
659	Bio-PEPA for epidemiological models Jane Hillston. LFCS and CSBE, The University of Edinburgh 24th September 2009 Joint work with Federica Ciocchetta. Add to Reading List Source URL: homepages.inf.ed.ac.uk Language: English - Date: 2009-10-09 05:09:45 PEPA Process calculi Jane Hillston Process calculus Scientific modelling Stochastic
660	Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent Wei Xu Add to Reading List Source URL: arxiv.org Language: English - Date: 2011-12-22 22:14:38 Econometrics Estimation theory Statistical theory M-estimators Regression analysis Loss function Stochastic gradient descent Linear regression

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