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Sampling theory
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#	Item
31	Network Analysis and Modeling, CSCI 5352 LectureProf. Aaron Clauset Add to Reading List Source URL: tuvalu.santafe.edu Language: English - Date: 2013-11-23 11:09:20 Statistics Statistical theory Monte Carlo methods Markov chain Monte Carlo Markov models Stochastic simulation Estimation theory MetropolisHastings algorithm Gibbs sampling Markov chain Maximum likelihood estimation Importance sampling
32	1 Random Sampling • Input: – ListN ] – Length of database N (if known) – Length of sample n • Output: Add to Reading List Source URL: florian-schoppmann.net Language: English - Date: 2016-03-04 03:20:28 Statistics Mathematical analysis Probability Probability distributions Statistical theory Infinitely divisible probability distributions Reservoir sampling Sample Sampling Standard deviation Central limit theorem Consistent estimator
33	Exact and Efficient Generation of Geometric Random Variates and Random Graphs Karl Bringmann1 and Tobias Friedrich2 1 Max-Planck-Institut f¨ Add to Reading List Source URL: people.mpi-inf.mpg.de Language: English - Date: 2016-01-03 06:45:52 Mathematics Computational complexity theory Graph theory Analysis of algorithms NP-complete problems Probabilistic complexity theory Combinatorics Randomized algorithm Rejection sampling NP Independent set Poisson distribution
34	2014 IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) INDEPENDENT DOUBLY ADAPTIVE REJECTION METROPOLIS SAMPLING Luca Martino? , Jesse Read† , David Luengo‡ ? Add to Reading List Source URL: users.ics.aalto.fi Language: English - Date: 2014-08-22 09:13:11 Statistics Monte Carlo methods Computational statistics Markov chain Monte Carlo Statistical theory Non-uniform random numbers Rejection sampling MetropolisHastings algorithm Stochastic simulation Gibbs sampling
35	JMLR: Workshop and Conference Proceedings vol 40:1–38, 2015 Thompson Sampling for Learning Parameterized Markov Decision Processes Aditya Gopalan Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:36 Statistics Statistical theory Estimation theory Bayesian statistics Statistical inference Loss function Markov decision process Reinforcement learning Exponential family Confidence interval Likelihood function Conjugate prior
36	Viewpoint Integra.on for Hand-Based Recogni.on of Social Interac.ons from a First-Person View Sven Bambach, David Crandall, School of Informa8cs and Compu8ng, Indiana University Chen Yu, Department of Psychological and Add to Reading List Source URL: vision.soic.indiana.edu Language: English - Date: 2016-04-16 17:10:17 Knowledge representation Framing Prospect theory Social constructionism Sampling Frame Knowledge Cognitive science Belief
37	Improving Variance Estimation in Biometric Systems Ross J. Micheals Image Group, Information Access Division, Information Technology Lab National Institute of Standards and Technology Gaithersburg, MD, USA Add to Reading List Source URL: vast.uccs.edu Language: English - Date: 2007-10-07 17:21:58 Statistics Statistical inference Statistical theory Estimation theory Survey methodology Sampling Estimator Stratified sampling Bias of an estimator Resampling Bootstrapping Sample
38	Sampling-based Data Mining Algorithms: Modern Techniques and Case Studies Matteo Riondato Brown University, Providence, RI 02912, USA Abstract. Sampling a dataset for faster analysis and looking at it Add to Reading List Source URL: matteo.rionda.to Language: English - Date: 2016-07-30 12:22:15 Mathematics Graph theory Network theory Theoretical computer science Computational learning theory Dimension Statistical classification VC dimension Centrality Sampling Statistics Mode
39	Slice sampling C. Planas, and A. Rossi Joint Research Centre of European Commission MACFINROBODS WorkshopJanuary 2015, London Add to Reading List Source URL: www.macfinrobods.eu Language: English - Date: 2015-02-13 10:28:08 Statistics Statistical theory Markov chain Monte Carlo Bayesian statistics Estimation theory Monte Carlo methods Computational statistics Slice sampling Gibbs sampling Likelihood function MetropolisHastings algorithm
40	Algorithmica: 67–80 DOI: s00453Algorithmica © Add to Reading List Source URL: cs-www.cs.yale.edu Language: English - Date: 2002-07-02 08:00:25 Computational complexity theory Theory of computation Algorithms Theoretical computer science Analysis of algorithms Probabilistic complexity theory Streaming algorithm Property testing Randomized algorithm Sequence NC Sampling

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