Performance guarantees for kernel-based learning on probability distributions Zolt´an Szab´ o (Gatsby Unit, UCL) Max Planck Institute for Intelligent Systems

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

FAST BAYESIAN COMPRESSIVE SENSING USING LAPLACE PRIORS S. Derin Babacan1 , Rafael Molina2 , Aggelos K. Katsaggelos1 1 2 Department of Electrical Engineering

Source URL: decsai.ugr.es

• Statistics
• Probability
• Mathematical analysis
• Probability distributions
• Linear algebra
• Bayesian statistics
• Laplace distribution
• Compressed sensing
• Marginal likelihood
• Relevance vector machine
• Bayesian network
• Bayesian inference

Jackknife Empirical Likelihood Test for Equality of Two High Dimensional Means Ruodu Wang1 , Liang Peng1 and Yongcheng Qi2 Abstract It has been a long history to test the equality of two multivariate means. One popular t

Source URL: sas.uwaterloo.ca

• Covariance and correlation
• Probability distributions
• Stable distributions
• Algebra of random variables
• Covariance
• Multivariate normal distribution
• Estimation of covariance matrices
• Normal distribution
• Multiplier

An Academic Response to Basel 3.5 Paul Embrechts1 , Giovanni Puccetti2 , Ludger Rüschendorf3 , Ruodu Wang4 , and Antonela Beleraj2 1 RiskLab and SFI, Department of Mathematics, ETH Zurich, 8092 Zurich, Switzerland 2

Source URL: sas.uwaterloo.ca

• Probability
• Statistics
• Mathematical analysis
• Actuarial science
• Financial risk
• Mathematical finance
• Probability distributions
• Expected shortfall
• Value at risk
• Risk
• Expected value
• Normal distribution

Answers for Q1 through Q3 Q1 a. Answer is greater than (i).

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

• Probability distributions
• Standard deviation
• Binomial distribution
• Normal distribution
• XTR

Chi Alpha Mu Competition Grant Chi Alpha Mu is offering grants of up to $250 per active chapter to help pay entrance fees or expenses associated with a math competition in which the chapter members wish to compete. No ch

Source URL: www.chialphamu.org

• National Panhellenic Conference
• National Interfraternity Music Council
• Probability distributions

Journal of Machine Learning Research–1959 Submitted 10/05; PublishedA Unifying View of Sparse Approximate Gaussian Process Regression

Source URL: jmlr.org

• Mathematical analysis
• Statistical theory
• Probability theory
• Normal distribution
• Stable distributions
• Multivariate normal distribution
• Regression analysis
• Gaussian process
• Kalman filter

Sum of Arbitrarily Dependent Random Variables Ruodu Wang∗ September 15, 2014 Abstract In many classic problems of asymptotic analysis, it appears that the scaled average of a

Source URL: sas.uwaterloo.ca

• Probability distributions
• Central limit theorem
• Stable distribution
• Normal distribution
• Asymptotic distribution
• Expected value
• Relationships among probability distributions
• Cumulative distribution function

Astronomical Image Restoration Using Variational Methods and Model Combination Miguel Vega1,∗ Dept. de Lenguajes y Sistemas Inform´ aticos, Univ. de Granada, 18071 Granada, Spain

Source URL: decsai.ugr.es

• Statistical theory
• Statistics
• Bayesian statistics
• Probability
• Probability distributions
• Differential forms
• Gamma distribution
• Hyperprior
• Variational Bayesian methods
• Closed and exact differential forms
• Prior probability

NONCOMPUTABLE CONDITIONAL DISTRIBUTIONS NATHANAEL L. ACKERMAN, CAMERON E. FREER, AND DANIEL M. ROY Abstract. We study the computability of conditional probability, a fundamental notion in probability theory and Bayesian

Source URL: danroy.org