Pinboard (arthegall)

Pinboard (arthegall) https://pinboard.in/u:arthegall/public/ recent bookmarks from arthegall [1402.4914] Building fast Bayesian computing machines out of intentionally stochastic, digital parts 2017-02-14T17:22:47+00:00 https://arxiv.org/abs/1402.4914 arthegallvikash-mansinghka eric-jonas neuroscience arxiv research-article bayesian-methods computers via:vaguery https://pinboard.in/ https://pinboard.in/u:arthegall/b:22f7fef3e57a/ Edward – Home 2016-11-30T18:45:13+00:00 http://edwardlib.org/ arthegall david-blei probabilistic-programming probabilistic-methods library software python neural-networks bayesian-methods https://pinboard.in/ https://pinboard.in/u:arthegall/b:6cff2fe98783/ Ghitza, Gelman, "Deep Interactions with MRP: Election Turnout and Voting Patterns Among Small Electoral Subgroups" 2016-11-12T13:14:39+00:00 http://www.stat.columbia.edu/~gelman/research/published/misterp.pdf arthegall andrew-gelman elections voting multilevel-modeling bayesian-methods research-articles mrp https://pinboard.in/ https://pinboard.in/u:arthegall/b:2ae7be0a7db0/ The Population Posterior and Bayesian Modeling on Streams 2016-05-24T11:23:56+00:00 https://papers.nips.cc/paper/5793-the-population-posterior-and-bayesian-modeling-on-streams arthegallnips machinelearning conference-article bayesian-methods streams https://pinboard.in/ https://pinboard.in/u:arthegall/b:8330a462f5a3/ [1602.05221] Patterns of Scalable Bayesian Inference 2016-02-19T11:17:19+00:00 http://arxiv.org/abs/1602.05221 arthegallarxiv bayesian-methods research-article mcmc https://pinboard.in/ https://pinboard.in/u:arthegall/b:0037f1aec587/ Bayesian Optimization with Inequality Constraints 2015-08-11T00:49:37+00:00 http://machinelearning.wustl.edu/mlpapers/papers/icml2014c2_gardner14 arthegallbayesian-methods optimization inequalities research-article icml machinelearning https://pinboard.in/ https://pinboard.in/u:arthegall/b:92a1644ae73e/ Vincent Crawford 2015-07-28T14:55:17+00:00 http://econweb.ucsd.edu/~v2crawford/ arthegall rationality economics game-theory researcher publications bayesian-methods non-equilibrium-methods https://pinboard.in/ https://pinboard.in/u:arthegall/b:5613cbae70fb/ Wray Buntine, Marcus Hutter, "A Bayesian View of the Poisson-Dirichlet Process" 2015-07-13T11:30:48+00:00 http://arxiv.org/abs/1007.0296 arthegall wray-buntine bayesian-methods poisson-process dirichlet-process stochastic-processes arxiv machinelearning https://pinboard.in/ https://pinboard.in/u:arthegall/b:a00fe7dfea4c/ Persi Diaconis, "Bayesian Numerical Analysis" 2015-06-04T03:26:15+00:00 http://www.probabilistic-numerics.org/assets/pdf/Diaconis_1988.pdf arthegallquadrature gaussian-processes statistics numerical-techniques integration persi-diaconis bayesian-methods https://pinboard.in/ https://pinboard.in/u:arthegall/b:60250a0afcda/ Hennig, Osborne, Girolami, "Probabilistic Numerics and Uncertainty in Computations" 2015-06-04T03:25:23+00:00 http://www.probabilistic-numerics.org/assets/pdf/Hen_Osb_Gir_RSPA_2015.pdf arthegallbayesian-methods mark-girolami probabilistic-methods uncertainty quadrature integration https://pinboard.in/ https://pinboard.in/u:arthegall/b:c126e0974722/ [1306.2365] Bayesian Uncertainty Quantification for Differential Equations 2014-04-29T14:58:50+00:00 http://arxiv.org/abs/1306.2365 arthegallvia:gelman uncertainty bayesian-methods differential-equations research-article arxiv https://pinboard.in/ https://pinboard.in/u:arthegall/b:bb3ac86583d4/ [1311.0072] Bayesian inference as iterated random functions with applications to sequential inference in graphical models 2014-01-30T18:16:24+00:00 http://arxiv.org/abs/1311.0072 arthegallvia:? graphical-models arxiv research-article bayesian-methods https://pinboard.in/ https://pinboard.in/u:arthegall/b:dfb8a85263f2/ BayesDB 2013-12-01T14:48:36+00:00 http://probcomp.csail.mit.edu/bayesdb/ arthegall pat-shafto database bayesian-methods inference query-language project https://pinboard.in/ https://pinboard.in/u:arthegall/b:7066a7d53f00/ [1309.0911] A Bayesian information criterion for singular models 2013-09-29T14:24:27+00:00 http://arxiv.org/abs/1309.0911 arthegallbayesian-methods arxiv research-article bic statistics https://pinboard.in/ https://pinboard.in/u:arthegall/b:041608cd1c80/ Heng Li, "Mathematical Notes on SAMtools Algorithms" 2013-08-30T20:23:43+00:00 http://lh3lh3.users.sourceforge.net/download/samtools.pdf arthegall heng-li broad work algorithms bayesian-methods genomics variants sequence-analysis https://pinboard.in/ https://pinboard.in/u:arthegall/b:b101c73fd981/ [1307.7963] Efficient variational inference for generalized linear mixed models with large datasets 2013-08-20T10:41:58+00:00 http://arxiv.org/abs/1307.7963 arthegallvia:cshalizi variational-methods research-article linear-regression bayesian-methods arxiv https://pinboard.in/ https://pinboard.in/u:arthegall/b:e05a82ab9f5b/ A Bayesian deconvolution strategy for immunoprecipitation-based DNA methylome analysis : Article : Nature Biotechnology 2013-06-28T14:55:28+00:00 http://www.nature.com/nbt/journal/v26/n7/full/nbt1414.html arthegallgenomics research-article saving methylation bayesian-methods https://pinboard.in/ https://pinboard.in/u:arthegall/b:72b0d5617689/ [1305.0598] Cost-Recovering Bayesian Algorithmic Mechanism Design 2013-06-28T11:23:10+00:00 http://arxiv.org/abs/1305.0598 arthegallsaving arxiv to-read research-article mechanism-design bayesian-methods auctions https://pinboard.in/ https://pinboard.in/u:arthegall/b:6e717a35126b/ [1305.4283] Statistical modelling of summary values leads to accurate Approximate Bayesian Computations 2013-06-22T10:03:20+00:00 http://arxiv.org/abs/1305.4283 arthegallvia:? statistics abc bayesian-methods approximation research-article machinelearning https://pinboard.in/ https://pinboard.in/u:arthegall/b:e1bd1ceb46e5/ PNAS Plus: Copy number variation detection in whole-genome sequencing data using the Bayesian information criterion 2013-01-06T12:38:47+00:00 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3219132/ arthegall peter-park tcga data bayesian-methods sequencing genomics ngs copy-number-analysis https://pinboard.in/ https://pinboard.in/u:arthegall/b:8f051a27ca86/ Cai, Daskalakis, Weinberg, "Optimal Multi-Dimensional Mechanism Design: Reducing Revenue to Welfare Maximization" arXiv (July 2012) 2013-01-06T11:38:16+00:00 http://arxiv.org/abs/1207.5518 arthegall bayesian-methods arxiv research-article mechanism-design welfare-maximization auctions https://pinboard.in/ https://pinboard.in/u:arthegall/b:ae7026656acb/ Lloyd, Orbanz, Ghahramani, Roy "Random function priors for exchangeable arrays with applications to graphs and relational data" 2012-12-20T17:51:07+00:00 http://danroy.org/papers/LloOrbGhaRoy-NIPS-2012.pdf arthegalldaniel-roy zoubin-ghahramani machinelearning nonparametric-methods bayesian-methods data-structures nips https://pinboard.in/ https://pinboard.in/u:arthegall/b:701df55edc4a/ Stan: Project Home 2012-12-06T11:08:55+00:00 http://mc-stan.org/index.html arthegallmcmc R c++ tool software library bayesian-methods no-u-turn-sampler bugs https://pinboard.in/ https://pinboard.in/u:arthegall/b:3b4f7a544f3c/ [1206.6386] How To Grade a Test Without Knowing the Answers --- A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testing 2012-09-05T18:35:08+00:00 http://arxiv.org/abs/1206.6386 arthegallbayesian-methods machinelearning grading research-article arxiv tom-minka item-response-models https://pinboard.in/ https://pinboard.in/u:arthegall/b:ae441107502f/ [1206.6838] Continuous Time Markov Networks 2012-09-05T18:34:20+00:00 http://arxiv.org/abs/1206.6838 arthegallvia:cshalizi arxiv research-article daphne-koller nir-friedman machinelearning bayesian-methods graphical-models https://pinboard.in/ https://pinboard.in/u:arthegall/b:a3ae797460c0/ Gerger, Onderdonk, Bry, "Inferring Dynamic Signatures of Microbes in Complex Host Ecosystems" PLoS Computational Biology (June 2012) 2012-08-07T11:40:58+00:00 http://www.ploscompbiol.org/article/info%3Adoi%2F10.1371%2Fjournal.pcbi.1002624 arthegall metagenomics research-article friends plos computational-biology time-series bayesian-methods https://pinboard.in/ https://pinboard.in/u:arthegall/b:de4e61ec6ece/ Al-Najjar and Weinstein, "A Bayesian Model of Risk and Uncertainty" (PDF) 2012-07-01T12:27:46+00:00 http://www.kellogg.northwestern.edu/faculty/weinstein/htm/Bayesian-Uncertainty.pdf arthegall bayesian-methods risk uncertainty pdf to-read https://pinboard.in/ https://pinboard.in/u:arthegall/b:8c158e724ab7/ [1206.5862] Clusters and features from combinatorial stochastic processes 2012-06-28T13:32:28+00:00 http://arxiv.org/abs/1206.5862 arthegall via:cshalizi machinelearning nonparametric-methods bayesian-methods arxiv research-article michael-jordon chinese-restaurant-process indian-buffet-process https://pinboard.in/ https://pinboard.in/u:arthegall/b:640c6a7dcf76/ Gelman, Robert, "'Not only defended but also applied': The perceived absurdity of Bayesian inference" (arXiv) 2012-06-23T11:05:56+00:00 http://arxiv.org/abs/1006.5366 arthegall bayesian-methods andrew-gelman history arxiv review-article statistics via:vaguery https://pinboard.in/ https://pinboard.in/u:arthegall/b:ffb6fac8dd07/ "Freedman’s Neglected Theorem" (Normal Deviate) 2012-06-15T11:57:40+00:00 http://normaldeviate.wordpress.com/2012/06/14/freedmans-neglected-theorem/ arthegall humor statistics bayesian-methods inference https://pinboard.in/ https://pinboard.in/u:arthegall/b:62066c675738/ [1203.3468] Bayesian Rose Trees 2012-05-04T10:10:34+00:00 http://arxiv.org/abs/1203.3468 arthegallyee-whye-teh arxiv research-articles bayesian-methods machinelearning trees hierarchical-data https://pinboard.in/ https://pinboard.in/u:arthegall/b:2b6e7f72f445/ Huang & Gelman, "Sampling for Bayesian computation with large datasets" 2012-04-24T12:41:08+00:00 http://www.stat.columbia.edu/~gelman/research/unpublished/comp7.pdf arthegall sampling bayesian-methods andrew-gelman pdf research-article statistics machinelearning multilevel-modeling https://pinboard.in/ https://pinboard.in/u:arthegall/b:b99e3355c2a2/ [0811.4458v2] Learning Class-Level Bayes Nets for Relational Data 2011-12-08T13:12:13+00:00 http://arxiv.org/abs/0811.4458v2 arthegall via:cshalizi bayesian-methods bayesian-networks arxiv research-article probabilistic-relational-models https://pinboard.in/ https://pinboard.in/u:arthegall/b:4bfb719dbd90/ Gelman, Robert "'Not only defended but also applied': A look back at Feller's take on Bayesian inference" (arXiv) 2010-09-06T14:48:01+00:00 http://arxiv.org/abs/1006.5366v1 arthegall william-feller andrew-gelman statistics history bayesian-methods arxiv https://pinboard.in/u:arthegall/b:c759adf9ae7b/ David Blackwell has passed away « An Ergodic Walk 2010-07-20T13:36:54+00:00 http://ergodicity.net/2010/07/19/david-blackwell-has-passed-away/ arthegall humor bayesian-methods david-blackwell quote statistics https://pinboard.in/u:arthegall/b:837e380be96f/ Praxis and Ideology in Bayesian Data Analysis 2010-06-28T14:52:59+00:00 http://cscs.umich.edu/~crshalizi/weblog/664.html arthegall by:cshalizi bayesian-methods andrew-gelman statistics econometrics edward-prescott humor https://pinboard.in/u:arthegall/b:7a50a22a068a/ "The problem of overestimation of group-level variance parameters" (Andrew Gelman) 2010-06-02T15:11:25+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2010/06/the_problem_of.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+StatisticalModelingCausalInferenceAndSocialScience+(Statistical+Modeling%2C+Causal+Inference%2C+and+Social+Science)&utm_content=Google+Reader arthegall puerile-humor your-mom-jokes shrinkage statistics bayesian-methods hierarchical-models variation https://pinboard.in/u:arthegall/b:f55ae986e63e/ Hutter, "Bayesian Regression of Piecewise Constant Functions" (arXiv) 2009-08-28T13:36:37+00:00 http://arxiv.org/abs/math/0606315 arthegallthesis research-article arxiv bayesian-methods regression change-points https://pinboard.in/u:arthegall/b:de06f4d6f16c/ A Beginner Battles WinBUGS 2009-08-10T20:07:24+00:00 http://www.openhealthmeasures.org/WinBUGS/index.html arthegall winbugs statistics bayesian-methods software notes via:arsyed https://pinboard.in/u:arthegall/b:d1b302e0d30d/ "concentration of exchangeable processes" (Absolutely Regular) 2009-05-27T12:18:22+00:00 http://absolutely-regular.blogspot.com/2009/05/concentration-of-exchangeable-processes.html arthegallpersi-diaconis probability exchangeability bayesian-methods mathematics https://pinboard.in/u:arthegall/b:6198d6d0a92e/ Some Bayesian Finger-Puzzle Exercises, or: Often Wrong, Never In Doubt 2009-04-28T17:59:54+00:00 http://cscs.umich.edu/~crshalizi/weblog/606.html arthegall bayesian-methods food-for-thought modeling statistics inference https://pinboard.in/u:arthegall/b:bc6f23bbe187/ Tai and Speed, "A multivariate empirical Bayes statistic for replicated microarray time course data" (Ann. Statist. vol. 34 no. 5 (2006)) 2009-04-25T15:48:21+00:00 http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.aos/1169571801 arthegall microarray-analysis time-series statistics terence-speed bayesian-methods bioinformatics research-article https://pinboard.in/u:arthegall/b:4dedcb2eaf0c/ Belloni and Chernozhukov, "Posterior Inference in Curved Exponential Families under Increasing Dimensions" (arXiv) 2009-04-23T12:07:31+00:00 http://arxiv.org/abs/0904.3132 arthegallvia:cshalizi exponential-families statistics graphical-models arxiv research-article bayesian-methods https://pinboard.in/u:arthegall/b:bbaa1261441f/ "Deciding between simpler and more complex hypotheses" (Andrew Gelman) 2009-04-08T14:57:08+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2009/04/in_a_comment_on.html arthegall model-selection andrew-gelman bayesian-methods modeling inference statistics advice https://pinboard.in/u:arthegall/b:bbbed178e48e/ "Cosma Shalizi Takes Me to Probability School. Or Is It Philosophy School?" (Brad DeLong) 2009-03-28T16:33:26+00:00 http://delong.typepad.com/sdj/2009/03/cosma-shalizi-takes-me-to-probability-school-or-is-it-philosophy-school.html#comments arthegall statistics humor cosma-shalizi brad-delong bayesian-methods inference philosophy probability https://pinboard.in/u:arthegall/b:8007caea2340/ Gramacy, Lee, "Bayesian treed Gaussian process models with an application to computer modeling" arXiv [0710.4536] 2009-03-23T13:28:04+00:00 http://arxiv.org/abs/0710.4536 arthegall research-article arxiv bayesian-methods gaussian-processes trees https://pinboard.in/u:arthegall/b:13dbe52c495c/ "Does coverage matter?" (Radford Neal’s blog) 2009-03-10T11:31:42+00:00 http://radfordneal.wordpress.com/2009/03/07/does-coverage-matter/ arthegall statistics bayesian-methods frequentist-methods p-values radford-neal https://pinboard.in/u:arthegall/b:404870c784aa/ Chapman and Liu, "Numeracy, Frequency, and Bayesian Reasoning" 2009-02-25T20:31:33+00:00 http://journal.sjdm.org/8708/jdm8708.pdf arthegall bayesian-methods probability numeracy research-article via:cshalizi https://pinboard.in/u:arthegall/b:d59254b83168/ "Elkan and Noto (2008): Learning Classifiers from Only Positive and Unlabeled Data" (LingPipe Blog) 2009-02-14T17:50:54+00:00 http://lingpipe-blog.com/2009/02/10/elkan-and-noto-2008-learning-classifiers-from-only-positive-and-unlabeled-data/ arthegall machinelearning bayesian-methods nlp classification unlabeled-data paths https://pinboard.in/u:arthegall/b:89239bbfde4d/ Hu & Qin, "Query Large Scale Microarray Compendium Datasets Using a Model-Based Bayesian Approach with Variable Selection" (PLoS ONE) 2009-02-13T20:20:58+00:00 http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0004495 arthegall variable-selection bayesian-methods plos-one research-article bioinformatics microarray-analysis https://pinboard.in/u:arthegall/b:5930482f0d99/ Publications, Mark Johnson, Cognitive and Linguistic Sciences, Brown University 2009-02-06T17:35:08+00:00 http://www.cog.brown.edu/~mj/Publications.htm arthegall statistics machinelearning bayesian-methods grammar nlp linguistics consistency nonparametric-methods mark-johnson chinese-restaurant-process https://pinboard.in/u:arthegall/b:4a3c4ac989ef/ "Different meanings of Bayesian statistics" (Andrew Gelman) 2009-02-04T15:49:17+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2009/02/different-meani.html arthegall humor statistics bayesian-methods opinion andrew-gelman yudkowsky https://pinboard.in/u:arthegall/b:697362b3340c/ Sharon Goldwater's Bayesian language modeling reading list 2009-02-02T22:11:45+00:00 http://homepages.inf.ed.ac.uk/sgwater/reading_list.html arthegall language list research bayesian-methods modeling nlp https://pinboard.in/u:arthegall/b:d04838ed3c7d/ "Naive Bayes, Binomials, and Bags of Words" (LingPipe Blog) 2009-01-19T13:07:42+00:00 http://lingpipe-blog.com/2009/01/12/naive-bayes-binomial-bags-of-words/ arthegall machinelearning bayesian-methods nlp learning probabilistic-methods naive-bayes https://pinboard.in/u:arthegall/b:00a3178bf4f3/ "R, the FUD argument, the self-cleaning oven, and how to you count "users"?" (Andrew Gelman) 2009-01-09T16:35:14+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2009/01/r-the-fud-argum.html arthegall bayesian-methods andrew-gelman programming testing r https://pinboard.in/u:arthegall/b:a420c268b98e/ "A NIPS paper" (Machine Learning (Theory)) 2008-12-08T20:27:44+00:00 http://hunch.net/?p=482 arthegall machinelearning nips paper nlp partition-function bayesian-methods https://pinboard.in/u:arthegall/b:0840b25fe2cb/ Joaquin Quiñonero Candela's HomePage 2008-11-23T15:56:37+00:00 http://research.microsoft.com/~joaquinc/ arthegall people homepage researcher bayesian-methods dataset-shift inference publications https://pinboard.in/u:arthegall/b:c3f89ff1f319/ Plangprasopchok & Lerman, "Modeling Social Annotation: a Bayesian Approach" 2008-11-23T14:53:15+00:00 http://arxiv.org/abs/0811.1319 arthegall tagging social anntotation research-article arxiv bayesian-methods https://pinboard.in/u:arthegall/b:c70c9c787b3f/ "Netflix Prize scoring function isn't Bayesian" (Aleks Jakulin) 2008-11-23T14:37:48+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2008/11/netflix_prize_s.html arthegall bayesian-methods netflix prize rmse statistics inference https://pinboard.in/u:arthegall/b:d7315d0937d4/ "Hierarchical Bayesian Models of Categorical Data Annotation" (LingPipe Blog) 2008-10-03T10:25:43+00:00 http://lingpipe-blog.com/2008/09/05/hierarchical-bayesian-models-of-categorical-data-annotation/ arthegall bugs model probabilistic-methods bayesian-methods categorical-data data nlp https://pinboard.in/u:arthegall/b:e3320b1e2fd9/ "Bad Probability and Economic Disaster; or How Ignoring Bayes Theorem Caused the Mess" (Good Math, Bad Math) 2008-09-24T21:25:15+00:00 http://scienceblogs.com/goodmath/2008/09/bad_probability_and_economic_d.php arthegall stupid bayesian-methods idiocy finance crisis politics probability https://pinboard.in/u:arthegall/b:c552e810eb14/ Lock & Gelman, "Bayesian Combination of State Polls and Election Forecasts" 2008-09-22T17:22:17+00:00 http://www.stat.columbia.edu/~gelman/research/unpublished/election5.pdf arthegall bayesian-methods pdf politics elections political-science polling research-article statistics multilevel-modeling https://pinboard.in/u:arthegall/b:397d2f7b8745/ "Robin Hanson and I discuss adjusting for variables you shouldn't adjust for (for example, adjusting grades given sex, race, or pre-test scores)" (Andrew Gelman) 2008-09-12T10:38:59+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2008/09/robin_hanson_an.html arthegall statistics inference education bayesian-methods regression double-counting https://pinboard.in/u:arthegall/b:e2da9c8fd6ab/ "Bayesian computation in Java?" (Andrew Gelman) 2008-09-10T10:48:36+00:00 http://www.stat.columbia.edu/~cook/movabletype/archives/2008/09/bayesian_comput_1.html arthegall bayesian-methods sampling mcmc bugs java programming question https://pinboard.in/u:arthegall/b:ca6d1b50ac6d/ Chipman, George, and McCulloch "BART: Bayesian Additive Regression Trees" (arXiv) 2008-08-25T13:21:57+00:00 http://arxiv.org/abs/0806.3286v1 arthegall regression-trees regression arxiv research-article machine-learning statistics nonparametric-methods bayesian-methods https://pinboard.in/u:arthegall/b:82ee99fd5bbf/ Bradley Efron, "Microarrays, Empirical Bayes and the Two-Groups Model" (arXiv) 2008-08-07T17:57:50+00:00 http://arxiv.org/abs/0808.0572 arthegall via:cshalizi microarrays statistics hypothesis-testing data datamining neyman-pearson bayesian-methods empirical-bayes arxiv review https://pinboard.in/u:arthegall/b:ce1aa2fe6f19/ badbayesresponsemain.pdf 2008-08-01T01:27:41+00:00 http://www.stat.columbia.edu/~gelman/research/published/badbayesresponsemain.pdf arthegall bayesian-methods andrew-gelman pdf statistics journal-article opinion april-fools https://pinboard.in/u:arthegall/b:fa3c0236ab0e/ Zoubin Ghahramani, "Recent directions in nonparametric Bayesian machine learning" 2008-07-27T20:37:40+00:00 http://www1.cs.columbia.edu/streaming/common/player.php?file=/streaming/2008-Spr/ghah/ghah.flv&image=/streaming/2008-Spr/ghah/slide1.jpg&linkname=lecture%20note&linksrc=/streaming/2008-Spr/ghah/ghahramani.pdf arthegall bayesian-methods machinelearning video inference statistics https://pinboard.in/u:arthegall/b:2e8563690bd7/ JAGS 2008-07-15T19:56:04+00:00 http://www-fis.iarc.fr/~martyn/software/jags/ arthegall mcmc modeling research statistics software opensource bayesian-methods sampling https://pinboard.in/u:arthegall/b:76abacae0548/ "Evaluating topic models" (natural language processing blog) 2008-06-12T21:22:53+00:00 http://nlpers.blogspot.com/2008/06/evaluating-topic-models.html arthegall nlp topic-models machinelearning bayesian-methods dirichlet_processes https://pinboard.in/u:arthegall/b:6791781a8f63/