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Dirichlet
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20 documents available in our comprehensive collection of Dirichlet resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Latent Dirichlet Allocation (BleiNgJordan2003.pdf)
345 KBEN 30 pages
Latent Dirichlet allocation (LDA) is a generative probabilistic model for collections of discrete data, such as text corpora, which models each item as a
Article (.pdf) (sal_be_fe.pdf)
233 KBEN 13 pages
The article constructs a Dirichlet form associated with the infinite-dimensional symmetrized Lévy-Laplace operator and shows its connection to a Markov
Spectral Estimates (2011-001.pdf)
525 KBEN 28 pages
Sharp spectral estimates are studied for Schrödinger operators in domains of infinite volume, with a non-negative potential V and Dirichlet conditions on the
докладом (N13_MICAIISLDA.pdf)
996 KBEN 25 pages
Topic modeling solves the problem of extracting topics from a large text corpus without prior knowledge of the topics, using Latent Dirichlet Allocation (LDA),
12-19_ORDER.pdf (12-19_ORDER.pdf)
761 KBEN 67 pages
It derives exact summation formulae to describe these mean values, which can be expressed in terms of the average itself.
PDF (Zpim_2016_13_1_13.pdf)
470 KBEN 16 pages
The article discusses sufficient conditions for the classical solvability of mixed parabolic problems.
Il concetto di funzione: aspetti epistemologici e didattici (Malara09-funzione.pdf)
173 KBIT 9 pages
Il concetto di funzione ha subito una lunga evoluzione storica, partendo dalle prime definizioni di Bernoulli (1718) e Eulero (1748) come quantità composta da...
Borman-Numerical Methods for Heat and fluid Flow_with_coversheet.pdf (Borman-Numerical Methods for Heat and fluid Flow_with_coversheet.pdf)
1.51 MBEN 35 pages
A meshless method using the Method of Fundamental Solutions (MFS) is applied to a two-dimensional transient inverse geometric problem to locate an unknown...
arxiv.org/pdf/1603.03099.pdf (1603.03099.pdf)
466 KBEN 4 pages
Researchers analyzed Donald Trump's Twitter activity from September 18th to December 27th, 2015, to infer the topic preferences of his followers.
Airborne Particles Health Effects (82466964.pdf)
1014 KBEN 9 pages
Researchers analyzed the health effects of exposure to airborne particles with various physical and chemical properties, using a Bayesian approach and...
https://radimrehurek.com/lrec2010_final.pdf (lrec2010_final.pdf)
140 KBEN 5 pages
Radim Řehůřek and Petr Sojka introduce a software framework for topic modeling with large corpora, addressing the limitations of existing implementations in...
Vorontsov, Konstantin, and Anna Potapenko. 2014. "Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochast (Voron14aist.pdf)
460 KBEN 18 pages
Konstantin Vorontsov and Anna Potapenko present a tutorial on probabilistic topic modeling, introducing a novel non-Bayesian approach called Additive...
PDF (JTDH-2016_Ostrogonac-et-al_The-Use-of-Semantic-Word-Classes-in-Document-Classification.pdf)
929 KBEN 2 pages
Document classification and topic modeling are challenging in natural language processing and information retrieval, especially for under-resourced languages.
Download (16Mb) (adli.pdf)
16.22 MBEN 252 pages
Mohd Adli Bin Md Ali's PhD thesis explores the development and usage of Self-Organizing Maps (SOM) in high energy physics analysis with high performance...
https://vpinstitute.org/wp-content/uploads/2017/10/GTM2017_extended_abstract_32.pdf (GTM2017_extended_abstract_32.pdf)
107 KBEN 3 pages
Studies have used various approaches to measure knowledge flows between scholarly literature and patents, including keyword search, patent citations, and...
Additional file 4 (12864_2017_3898_MOESM4_ESM.pdf)
132 KBEN 4 pages
The RepProfile prior is defined with three repeat states (hyper edited on the + strand, hyper edited on the - strand, and not hyper edited) and position states...
Diffusion Equation (heat.pdf)
268 KBEN 15 pages
The diffusion equation is a partial differential equation that describes density fluctuations in a material undergoing diffusion, given by ∂u(r,t)/∂t =...
Fisher Geometry (58_main_paper.pdf)
797 KBEN 10 pages
Nonparametric Fisher geometry is equivalent to an infinite-dimensional sphere. It enables easy calculation of theoretical quantities and leads to a novel Bayesian nonparametric density estimation model. This approach focuses on square-root density functions.
Shape-Adaptive Stretchable Rulers for Fourier Solutions (59.pdf)
128 KBEN 4 pages
Geometric intuition has been crucial for mathematical progress, as noted by Andre Weil. This chapter introduces 'stretchable rulers'—anisotropic coordinate systems—that enable classical Fourier solutions for boundary value problems in irregular domains like starlike shapes.
stock_2021-08-23_TL (stock_2021-08-23_TL.pdf)
126 KBEN 7 pages
Petter Mostad
Applied Mathematics and Statistics
Chalmers and GU
MVE550 Stochastic Processes and Bayesian Inference
Re-exam August 23, 2021, 8:30 - 12:30...
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