PDF Ebook about: Gaussiens
Gaussiens
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50 documents available in our comprehensive collection of Gaussiens resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Gaussian Signal Model (6279lec21f13.pdf)
1.81 MBEN 28 pages
y(l) = ∑[e(θn)sn(l)] + n(l), where n ~ CN(0,Kn), and the goal is to jointly estimate s(l) and Θ, with the loglikelihood of the data being ∑[-[y(l)-D(Θ)s(l)]H...
Gaussian Mixture Models (paper_70.pdf)
633 KBEN 2 pages
Researchers applied Gaussian Mixture Models to analyze real-time location data, using Gibbs sampling to estimate parameters and identify groups in informal...
http://ceur-ws.org/Vol-1218/bmaw2014_paper_8.pdf (bmaw2014_paper_8.pdf)
2.16 MBEN 10 pages
The authors compare Gaussian, Laplace, and horseshoe shrinkage priors, finding the horseshoe prior has the best predictive performance.
Worst-case to average-case reductions based on Gaussian measure (Gaussian.pdf)
522 KBEN 34 pages
We show that finding small solutions to random modular linear equations is at least as hard as approximating several lattice problems in the worst case within...
Télécharger le fichier (EurasipSubmitted.pdf)
2.18 MBEN 22 pages
Impulsive noise has a significant impact on communication systems, and the Gaussian approximation is often inadequate.
Turing Arrows (mathgen-1389529747.pdf)
393 KBEN 8 pages
The article discusses various mathematical concepts, including Gaussian matrices, stochastic orthogonality, and Turing's condition.
http://www.ecmwf.int/sites/default/files/elibrary/2003/9998-revision-ecmwf-humidity-analysis-construction-gaussian-control-varia (9998-revision-ecmwf-humidity-analysis-construction-gaussian-control-variable.pdf)
254 KBEN 6 pages
The ECMWF is revising its humidity analysis by constructing a Gaussian control variable, aiming for simpler error characteristics.
Download (01395939.pdf)
294 KBEN 4 pages
A novel technique is presented to construct sparse generalized Gaussian kernel regression models by appending regressors in an incremental modeling, using a...
Supplementary PDF (wang18f-supp.pdf)
1.21 MBEN 18 pages
The authors propose a fast and scalable joint estimator, JEEK, for integrating additional knowledge in learning multiple related sparse Gaussian graphical...
PDF link (1awun1356867209.pdf)
16 KBEN 1 page
A density plot with a Gaussian kernel is shown, with median and mean values represented by full and dashed lines, respectively, and Harrell-Davis quantiles are...
Covariance Functions (RW4.pdf)
675 KBEN 26 pages
Chapter 4 of "Gaussian Processes for Machine Learning" discusses covariance functions, which encode assumptions about the function to be learned and define...
Download PDF (cui23b.pdf)
1.06 MBEN 54 pages
Researchers studied the problem of learning a target function corresponding to a deep, extensive-width, non-linear neural network with random Gaussian weights.
pdf (Gebetsberger Mayr Stauffer-2017.pdf)
376 KBEN 6 pages
Weather forecasts based on numerical weather prediction models can be corrected by statistical post-processing methods, which often assume a Gaussian...
SVM Regression Rates (2011-021.pdf)
468 KBEN 39 pages
Support vector machines (SVMs) using Gaussian kernels achieve optimal regression rates under standard smoothness assumptions on the target function, with...
Fast Kernel Summation (3539-fast-high-dimensional-kernel-summations-using-the-monte-carlo-multipole-method.pdf)
132 KBEN 8 pages
A new fast Gaussian summation algorithm for high-dimensional datasets is proposed, utilizing probabilistic relative error bounds and a new tree structure...
Rank of Sparse Matrices (sparseeliminationCASC2002.pdf)
294 KBEN 15 pages
Computing the rank of large sparse matrices over finite fields is achieved through efficient exact computations, comparing deterministic Gaussian elimination...
477.Malik, H.K., Strong and collimated terahertz radiation by super-Gaussian lasers, Nov. 2012 (wwqk_v2n4 477.pdf)
12 KBEN 1 page
Researchers propose using two super-Gaussian laser beams with a frequency difference to generate more collimated terahertz radiation, achieving resonant...
GPareto (GPareto.pdf)
248 KBEN 55 pages
Package GPareto applies Gaussian process regression models to global multi-objective optimization of black-box functions, providing multi-objective Expected...
Pedigree (pedigree-Wurf-2021.pdf)
248 KBEN 1 page
URIS PRIME AUSSIES PIXIE, a blue merle Aussie, born 07/29/2018, with ancestry including CH CROFTON RED SKY AT NIGHT, CH HEARTHSIDE NOTHING TO LOSE, and CH...
Slides (Alberts.pdf)
1.95 MBEN 52 pages
Conformal Field Theory for Multiple SLE involves Kang-Makarov Conformal Field Theory, which utilizes geometry and complex analysis, and the Gaussian Free Field...
UHF Transmitter (2721106.pdf)
821 KBEN 39 pages
The MAX41463/MAX41464 is a UHF sub-GHz ISM/SRD transmitter that transmits Frequency-Shift Keying (FSK) or Gaussian (G)FSK data in the 286MHz to 960MHz...
Technical Report 411 (tr411.pdf)
207 KBEN 10 pages
Researchers propose a class of Gaussian rank-r latent models for cross-covariance, showing that any variance-covariance matrix induced by rank-r reduced-rank...
Règlement concours 2023 V1 (Reglement-concours-2023-V1.pdf)
657 KBFR 2 pages
Les communes de Boisseron, Entre-Vignes, Galargues, Lunel, Marsillargues, Saint-Just, Saint-Nazaire de Pézan, Saturargues, Saussines, et Villetelle organisent...
Sensor Placement Optimization (411_main_paper.pdf)
2.43 MBEN 10 pages
Sensor placement optimization for Gaussian processes with integral observations.
This method extends model-based and geometric approaches.
It enables efficient data collection for physical sensing problems.
Dynamic Topic Modeling (365_main_paper.pdf)
1.23 MBEN 10 pages
Dynamic Correlated Topic Models use stochastic variational inference to capture topic correlation and word co-occurrence evolution over time. Gaussian processes (GPs) enable modeling of temporal changes in topic correlations. This identifies shifts in topic relationships.
Deep Kernel for GPs (328_main_paper.pdf)
3.04 MBEN 10 pages
A novel Gaussian process kernel is proposed, leveraging a deep neural network structure while maintaining interpretability. It addresses issues of optimality, explainability, model complexity, and sample efficiency. The kernel design involves deriving an optimal non-stationary...
PDF (twomey2013automated.pdf)
3 MBEN 7 pages
Researchers developed a fully automated computer-based system to detect allergic reactions in children during oral food challenges using pediatric ECG signals.
PDF (1911.08008.pdf)
7.61 MBEN 18 pages
Researchers present a complete 3D morphable model of the human head, including face, cranium, ears, eyes, teeth, and tongue, by combining existing 3DMMs using...
glmmTMB (glmmTMB.pdf)
278 KBEN 55 pages
Package 'glmmTMB' fits linear and generalized linear mixed models with extensions, including zero-inflation, using maximum likelihood estimation via 'TMB' and...
312.Rutkowska, K.A.; Duchesne, D.; Strain, M.J.; Morandotti, R.; Sorel, M.; Azaña, J., Ultrafast all-optical temporal differenti (312Ultrafast all-optical.pdf)
27 KBEN 1 page
Researchers created ultrafast all-optical temporal differentiators using CMOS-compatible integrated-waveguide Bragg gratings, achieving terahertz processing...
Télécharger le fichier (Lhote-Vallee-revised_-_copie.pdf)
546 KBEN 39 pages
HAL is a multi-disciplinary open access archive for deposit and dissemination of scientific research documents.
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.
Machine Learning (L11.2-prob-models-em.pdf)
945 KBEN 20 pages
The content covers machine learning and data mining, including unsupervised and supervised learning, probabilistic modeling, and expectation maximization.
Bregman Deviations (chowdhury23a.pdf)
4.54 MBEN 56 pages
Researchers propose a method to study concentration phenomena in exponential families using the Bregman divergence, establishing a generic inequality to...
Bayesian Climate Model (EGU2018-4637.pdf)
32 KBEN 1 page
A Bayesian model is presented for spatio-temporal climate reconstructions of the last deglaciation, using a non-stationary approach that can capture gradual...
Télécharger le fichier (cano1117.pdf)
1.18 MBFR 5 pages
Résumé – Le problème de la reconstruction des polarisations des signaux gravitationnels observés par les détecteurs LIGO et Virgo est pour une grande partie du...
398.Chen, Yang ; Sun, Yiwen ; Pickwell-MacPherson, Emma. Total variation deconvolution for terahertz pulsed imaging. Inverse Pro (398TitleTotal variation deconvolution for terahertz pulsed imaging.pdf)
34 KBEN 1 page
In terahertz pulsed imaging, a deconvolution process is applied to extract the sample impulse function.
Manuscript (1507.08377v1.pdf)
632 KBEN 48 pages
We proposed a general Principal Orthogonal complEment Thresholding (POET) framework for large-scale covariance matrix estimation based on an approximate factor...
PDF (2008.07989.pdf)
2.15 MBEN 13 pages
Researchers propose a one-class classification approach using convolutional autoencoders for fingerprint presentation attack detection, trained only on bona...
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...
Temperature Control Optimization (doi.org.10.32010.26166127.2022.5.1.94.111.pdf)
1.07 MBEN 18 pages
Researchers propose a method to balance temperature in smart buildings using IoT, slicing technique, and clustering, converting heterogeneous data into...
Chernoff Bounds (ECE7251_lecture23_rev3_18.pdf)
39 KBEN 4 pages
Chernoff bounds are used to find easy-to-compute, analytic bounds on error probabilities in signal detection and estimation.
Over-the-Air Federated Learning With Joint Adaptive Computation and Power Control (2205.05867.pdf)
167 KBEN 10 pages
The algorithm adapts transmission power level and number of local update steps to utilize computation and communication resources, achieving a convergence rate...
pdf (49-CR.pdf)
406 KBEN 11 pages
The SIANI team's approach for the LifeCLEF 2015 Fish task involves a two-phase process: detection and classification.
Quantum Random Number Generator (41467_2020_20813_MOESM1_ESM.pdf)
241 KBEN 8 pages
Researchers developed a homodyne-based quantum random number generator (QRNG) with a rate of 2.9 Gbps, secure against quantum side-information.
Manuscript (1501.01617.pdf)
948 KBEN 39 pages
A new conditional dependence measure based on projection is proposed under a factor model setting, with a corresponding conditional independence test...
Download (325kB) (Stress_dependent_modulus_for_asphalt_mixture_Accepted_Manuscript.pdf)
317 KBEN 20 pages
Complex modulus tests at four different confining pressures were conducted, and the stress dependence of the long-term equilibrium modulus was modeled using...
Waves (58.pdf)
3.07 MBEN 9 pages
The Gielis formula can be rewritten in terms of Chebyshev polynomials, relating to algebraic functions and transformations on Chebyshev polynomials and...
Download (2MB) (NC_a bayesian.pdf)
2.21 MBEN 18 pages
A Bayesian hierarchical model is presented for reconstructing relative sea-level (RSL) change with quantified uncertainty from biological and geochemical...
Popular Keywords
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