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David M. Hoffman
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#	Item
1	A Variational Analysis of Stochastic Gradient Algorithms Stephan Mandt , Matthew D. Hoffman , David M. Blei 1 2 Add to Reading List Source URL: www.stephanmandt.com Language: English - Date: 2016-06-23 13:49:43 Estimation theory Statistical theory Econometrics M-estimators Stochastic processes Loss function OrnsteinUhlenbeck process Stochastic gradient descent Likelihood function
2	Seward Co-op Grocery and Deli Board of Directors Meeting Minutes January 25, 2011 Present: Sean Doyle (GM), Greg Gustafson, David Hoffman-Dachelet, Miriam Holsinger, Leah Janus, Madeline Kastler, Allison Meyer, Rebecca M Add to Reading List Source URL: seward.coop Language: English - Date: 2013-10-07 14:12:09
3	Geologic studies on Seymour Island DAVID H. ELLIOT and STEVEN M. HOFFMAN Byrd Polar Research Center Add to Reading List Source URL: s3.amazonaws.com Language: English - Date: 2011-05-06 16:41:26 Sobral Formation Seymour Island Sobral Greensand Cape Wiman Cross-bedding Geography of Antarctica Sedimentary rocks Graham Land
4	Structured Stochastic Variational Inference Matthew D. Hoffman Adobe Research David M. Blei Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Estimation theory Variational Bayesian methods Kullback–Leibler divergence Markov chain Linear regression Regression analysis Latent Dirichlet allocation Statistics Econometrics Bayesian statistics
5	BAYESIAN SPECTRAL MATCHING: TURNING YOUNG MC INTO MC HAMMER VIA MCMC SAMPLING Matthew D. Hoffman†, Perry R. Cook†‡, David M. Blei† Princeton University † Department of Computer Science, ‡Department of Music, Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Acoustics Signal processing Spectrogram Short-time Fourier transform Mathematics Analysis Time–frequency analysis Fourier analysis Transforms
6	Proc. of the 12th Int. Conference on Digital Audio Effects (DAFx-09), Como, Italy, September 1-4, 2009 FINDING LATENT SOURCES IN RECORDED MUSIC WITH A SHIFT-INVARIANT HDP Matthew D. Hoffman David M. Blei∗ Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Mathematical sciences Mathematics Dirichlet process Constructible universe Ordinal number
7	Bayesian Nonparametric Matrix Factorization for Recorded Music Matthew D. Hoffman MDHOFFMA @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Estimation theory Statistical inference Multivariate statistics Non-negative matrix factorization Expectation–maximization algorithm Likelihood function Sufficient statistic Gamma distribution Exponential family Statistics Statistical theory Bayesian statistics
8	DATA-DRIVEN RECOMPOSITION USING THE HIERARCHICAL DIRICHLET PROCESS HIDDEN MARKOV MODEL Matthew D. Hoffman† , Perry R. Cook†‡ , David M. Blei† Princeton University †Dept. of Computer Science ‡Dept. of Music Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Probability and statistics Hidden Markov model Markov chain Speech recognition Stochastic matrix Viterbi algorithm Expectation–maximization algorithm Gibbs sampling Hierarchical hidden Markov model Markov models Statistics Machine learning
9	UNITED STATES DISTRICT COURT SOUTHERN DISTRICT OF NEV/ YORK BARBARA HANDSCHU, RALPH DiGIA, ALEX MCKETVER, SHABA OM, CURTIS M. POWELL, ABBIE HOFFMAN, MARK A. SAGAL, MICHAEL Add to Reading List Source URL: www.nyc.gov Language: English - Date: 2013-05-21 17:57:20 David Cohen NYPD Blue Military intelligence National security Organization of the New York City Police Department Handschu agreement Intelligence New York City Police Department Television
10	Bayesian Nonparametric Matrix Factorization for Recorded Music Matthew D. Hoffman MDHOFFMA @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU Add to Reading List Source URL: soundlab.cs.princeton.edu Language: English - Date: 2010-06-13 18:06:27 Estimation theory Statistical inference Multivariate statistics Non-negative matrix factorization Expectation–maximization algorithm Likelihood function Sufficient statistic Gamma distribution Exponential family Statistics Statistical theory Bayesian statistics

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