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Probability vector
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21	Gaussian LDA for Topic Models with Word Embeddings Rajarshi Das* , Manzil Zaheer* , Chris Dyer School of Computer Science Carnegie Mellon University Pittsburgh, PA, 15213, USA {rajarshd, manzilz, cdyer} @cs.cmu.edu Add to Reading List Source URL: manzil.ml Language: English - Date: 2016-01-03 02:26:26 Statistics Statistical natural language processing Machine learning Probability Latent Dirichlet allocation Topic model Latent semantic analysis Word2vec Semantic similarity Vector space model Word embedding Gibbs sampling
22	FAST BAYESIAN COMPRESSIVE SENSING USING LAPLACE PRIORS S. Derin Babacan1 , Rafael Molina2 , Aggelos K. Katsaggelos1 1 2 Department of Electrical Engineering Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2009-03-24 12:49:57 Statistics Probability Mathematical analysis Probability distributions Linear algebra Bayesian statistics Laplace distribution Compressed sensing Marginal likelihood Relevance vector machine Bayesian network Bayesian inference
23	Generic Stationary Measures and Actions Lewis Bowen∗, Yair Hartman†and Omer Tamuz‡ August 14, 2015 Abstract Let G be a countably infinite group, and let µ be a generating probability measure Add to Reading List Source URL: people.hss.caltech.edu Language: English - Date: 2015-08-14 13:44:04 Mathematical analysis Mathematics Topology Stochastic processes Measure theory Ergodic theory Topological vector spaces Compactification Poisson boundary Mixing Measure-preserving dynamical system Amenable group
24	Mon.O1b.04 Phonotactic Language Recognition Using i-vectors and Phoneme Posteriogram Counts Add to Reading List Source URL: www.fit.vutbr.cz Language: English - Date: 2012-09-27 10:17:05 Machine learning Computational linguistics Vectors Statistical classification Probability distributions N-gram Speech recognition Multinomial distribution Mixture model Language model Support vector machine Euclidean vector
25	PROBABILISTIC LINEAR DISCRIMINANT ANALYSIS OF I-VECTOR POSTERIOR DISTRIBUTIONS Add to Reading List Source URL: www.fit.vutbr.cz Language: English - Date: 2013-06-11 09:46:40 Statistics Probability Algebra Covariance and correlation Probability distributions Algebra of random variables Abstract algebra Linear algebra Normal distribution Covariance Mixture model Euclidean vector
26	The Rebirth of Neural Networks Olivier Temam INRIA Saclay 1 I got requests for a recorded version of the keynote. Rather than a recorded version, I thought that a version with some of the key points of each Add to Reading List Source URL: pages.saclay.inria.fr Language: English - Date: 2012-06-30 05:52:10 Artificial neural networks Applied mathematics Statistics Probability and statistics Multilayer perceptron Perceptron Support vector machine Machine learning Artificial neuron Statistical classification
27	Materialization Optimizations for Feature Selection Workloads Ce Zhang†‡ † Arun Kumar† Add to Reading List Source URL: cs.stanford.edu Language: English - Date: 2014-03-30 16:39:39 Statistical inference Statistics Machine learning Probability and statistics Model selection Statistical classification Computational statistics Dimension reduction Feature selection Support vector machine Linear regression Static single assignment form
28	Bayesian Fan Charts for U.K. Inflation: Forecasting and Sources of Uncertainty in an Evolving Monetary System∗ Timothy Cogley University of California, Davis Add to Reading List Source URL: www.tomsargent.com Language: English - Date: 2015-04-08 13:03:58 Time series analysis Statistical theory Multivariate statistics Vector autoregression Conjugate prior Prior probability Kullback–Leibler divergence Bayesian inference Variance Statistics Bayesian statistics Econometrics
29	An R Tutorial 1. Starting Out R is an interactive environment for statistical computing and graphics. This tutorial will assume usage of Ron a PC. However, except in rare situations, these commands will work in R Add to Reading List Source URL: pages.pomona.edu Language: English - Date: 2005-01-24 12:59:06 Differential calculus Probability theory R Derivative Vector space Matrix Generalizations of the derivative Mean Principal component analysis Mathematics Mathematical analysis Algebra
30	R Beginner’s Reference Version of July 16, 2014 Basics help(command) opens documentation of command. Add to Reading List Source URL: www.ling.uni-potsdam.de Language: English - Date: 2014-07-15 18:06:08 Abstract algebra Linear algebra Data analysis Probability theory Function Vector space Normal distribution Euclidean vector Variance Algebra Mathematics Statistics