First version: December 17, 1996 Revised version: May 26, 1998 EXPONENTIAL APPROXIMATIONS IN COMPLETELY REGULAR TOPOLOGICAL SPACES AND EXTENSIONS OF SANOV’S THEOREM

Source URL: www.fam.tuwien.ac.at

Optimal rates for random Fourier feature approximations∗ Zolt´an Szab´o (Gatsby Unit, University College London)† Abstract: Kernel methods represent one of the most powerful tools in machine learning to tackle

Source URL: www.gatsby.ucl.ac.uk

Submitted to Statistical Science Models as Approximations — A Conspiracy of Random Regressors and Model Misspecification Against

Source URL: www-stat.wharton.upenn.edu

IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 61, NO. 9, SEPTEMBERCapacity Approximations for Gaussian Relay Networks

Source URL: isl.stanford.edu

• Information theory
• Data transmission
• Information
• Telecommunications engineering
• Additive white Gaussian noise
• Channel capacity
• Channel
• Linear network coding
• MIMO
• Quantization
• Relay channel
• Cooperative diversity

Markov chain approximations to non-symmetric diffusions with bounded coefficients Takashi Kumagai Kyoto University We consider a certain class of non-symmetric Markov chains and obtain heat kernel bounds and parabolic Ha

Source URL: icsaa.iam.uni-bonn.de

Anna Skripka* (). Perturbation of operator functions. The talk will discuss Taylor-like approximations for functions of operators. (Received September 21,

Source URL: jointmathematicsmeetings.org

Beyond OWL 2 QL in OBDA: Rewritings and Approximations Elena Botoeva1 , Diego Calvanese1 , Valerio Santarelli2 , Domenico F. Savo2 , Alessandro Solimando3 , and Guohui Xiao1 1 2

Source URL: www.ghxiao.org

Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling Peter Hooper Yasin Abbasi-Yadkori, Russ Greiner, Bret Hoehn Dept of Mathematical & Statistical Sciences

Source URL: webdocs.cs.ualberta.ca

• Probability distributions
• Estimation theory
• Econometrics
• Statistical theory
• Summary statistics
• Normal distribution
• Bayesian network
• Beta distribution
• Mode
• Linear regression
• Delta method
• Gamma distribution

Semidefinite approximations of projections and polynomial images of semialgebraic sets V. Magron, D. Henrion, J.B. Lasserre LAAS-CNRS 7 avenue du colonel Roche, FToulouse, France

Source URL: www.lifl.fr

Rough Burgers-like equations and their approximations Hendrik Weber Warwick University In this talk we discuss stochastic PDEs of the type du(t, x) = ∂xx u(t, x) +

Source URL: icsaa.iam.uni-bonn.de