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Longer titles found: Gaussian process approximations (view), Gaussian process emulator (view), Neural network Gaussian process (view), Comparison of Gaussian process software (view), Q-Gaussian process (view)

searching for Gaussian process 57 found (169 total)

alternate case: gaussian process

Nonparametric regression (677 words) [view diff] exact match in snippet view article find links to article

multivariate adaptive regression splines smoothing splines neural networks In Gaussian process regression, also known as Kriging, a Gaussian prior is assumed for

Echo state network (1,625 words) [view diff] exact match in snippet view article find links to article

idea has been demonstrated in by using Gaussian priors, whereby a Gaussian process model with ESN-driven kernel function is obtained. Such a solution

Normal-inverse Gaussian distribution (905 words) [view diff] exact match in snippet view article find links to article

can also be seen as the marginal distribution of the normal-inverse Gaussian process which provides an alternative way of explicitly constructing it. Starting

Bootstrapping (statistics) (9,711 words) [view diff] exact match in snippet view article

bootstrapping destroys the inherent correlations. This method uses Gaussian process regression (GPR) to fit a probabilistic model from which replicates

Water retention curve (910 words) [view diff] case mismatch in snippet view article find links to article

curves can be improved in terms of accuracy and uncertainty by applying Gaussian Process regression to the residuals obtained after non-linear least-squares

Daphne L. Smith (235 words) [view diff] case mismatch in snippet view article find links to article

was Vapnik-Červonenkis Classes and the Supremum Distribution of a Gaussian Process. She taught at the University of Georgia, Georgia State University

Rybicki Press algorithm (767 words) [view diff] exact match in snippet view article find links to article

basis for celerite library, which is a library for fast and scalable Gaussian process regression in one dimension with implementations in C++, Python, and

Slepian's lemma (467 words) [view diff] exact match in snippet view article find links to article

) t ≥ 0 {\displaystyle (X_{t})_{t\geq 0}} is a centered stationary Gaussian process such that E ⁡ [ X 0 X t ] ≥ 0 {\displaystyle \operatorname {E} [X_{0}X_{t}]\geq

Data Science Africa (309 words) [view diff] case mismatch in snippet view article find links to article

institutions across the world. The first summer school which started as Gaussian Process Summer School was held at Makerere University in Kampala, Uganda from

Dustbot (696 words) [view diff] case mismatch in snippet view article find links to article

Lilienthal (April 2009). "Learning Gas Distribution Models Using Sparse Gaussian Process Mixtures". Archived from the original on 2010-10-24. "Shaping Europe's

Shannon–Hartley theorem (3,073 words) [view diff] exact match in snippet view article find links to article

noise is assumed to be generated by a Gaussian process with a known variance. Since the variance of a Gaussian process is equivalent to its power, it is conventional

Negative log predictive density (547 words) [view diff] exact match in snippet view article find links to article

IEEE, 2003. - Kersting, Kristian, et al. "Most likely heteroscedastic Gaussian process regression." Proceedings of the 24th international conference on Machine

Yash Mittal (394 words) [view diff] case mismatch in snippet view article find links to article

1972. Her dissertation, Limiting Behaviour of Maxima in Stationary Gaussian Process, was supervised by Don Ylvisaker. In 1986, she became the first female

Rational quadratic covariance function (208 words) [view diff] case mismatch in snippet view article find links to article

"Control with GP Models", Modelling and Control of Dynamic Systems Using Gaussian Process Models, Advances in Industrial Control, Cham: Springer International

Jack Cuzick (472 words) [view diff] case mismatch in snippet view article find links to article

Thesis On the Moments of the Number of Curve Crossings by a Stationary Gaussian Process (1974) Doctoral advisor Jerome Spanier Website www.qmul.ac

Horizontal integration (1,989 words) [view diff] case mismatch in snippet view article find links to article

Investopedia. Retrieved 24 April 2023. "Physics-integrated Segmented Gaussian Process (SegGP) learning for cost-efficient training of die..." 23 January

Sigmoid function (2,087 words) [view diff] exact match in snippet view article find links to article

youtube.com. Gibbs, Mark N.; Mackay, D. (November 2000). "Variational Gaussian process classifiers". IEEE Transactions on Neural Networks. 11 (6): 1458–1464

Energy minimization (3,131 words) [view diff] exact match in snippet view article find links to article

of the transition state. There have also been extensions to include Gaussian process regression for reducing the number of evaluations. For systems with

Supervised learning (3,005 words) [view diff] exact match in snippet view article find links to article

Case-based reasoning Decision tree learning Inductive logic programming Gaussian process regression Genetic programming Group method of data handling Kernel

Henry McKean (570 words) [view diff] exact match in snippet view article find links to article

{\displaystyle R^{1}} with application to the germ field of a stationary Gaussian process". Bull. Amer. Math. Soc. 70: 128–129. doi:10.1090/S0002-9904-1964-11049-1

Robust regression (2,643 words) [view diff] exact match in snippet view article find links to article

1177/1094428106294734 Daemi, Atefeh, Hariprasad Kodamana, and Biao Huang. "Gaussian process modelling with Gaussian mixture likelihood." Journal of Process Control

Predictive Model Markup Language (1,448 words) [view diff] case mismatch in snippet view article find links to article

released on August 23, 2016. New features include: New Model Types: Gaussian Process Bayesian Network New built-in functions Usage clarifications Documentation

Weak supervision (3,038 words) [view diff] exact match in snippet view article find links to article

approximations. Other approaches that implement low-density separation include Gaussian process models, information regularization, and entropy minimization (of which

List of potentially habitable exoplanets (3,814 words) [view diff] case mismatch in snippet view article find links to article

1088/2041-8205/805/2/L22. S2CID 117871083. Bortle, Anna; et al. (2021). "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

Pictor (4,052 words) [view diff] case mismatch in snippet view article find links to article

Dodson-Robinson, Sarah; Delgado, Victor Ramirez; Gizis, John (2021-05-01). "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

Interatomic potential (7,365 words) [view diff] exact match in snippet view article find links to article

machine-learning methods, descriptors, and mappings, including neural networks, Gaussian process regression, and linear regression. A non-parametric potential is most

Simultaneous localization and mapping (3,878 words) [view diff] exact match in snippet view article find links to article

Ferris, Brian, Dieter Fox, and Neil D. Lawrence. "Wi-Fi-slam using gaussian process latent variable models Archived 2022-12-24 at the Wayback Machine."

PH (6,456 words) [view diff] exact match in snippet view article find links to article

"Mapping LUCAS topsoil chemical properties at European scale using Gaussian process regression". Geoderma. 355: 113912. Bibcode:2019Geode.35513912B. doi:10

Kapteyn's Star (2,370 words) [view diff] case mismatch in snippet view article find links to article

2011-09-27, retrieved 2009-10-14. Bortle, Anna; et al. (2021), "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

Dudley's entropy integral (300 words) [view diff] exact match in snippet view article find links to article

probability distribution. More specifically, the expected supremum of a sub-gaussian process is bounded up to finite constants by the entropy integral. Additionally

Vapnik–Chervonenkis theory (3,747 words) [view diff] exact match in snippet view article find links to article

conditionally on the data X i {\displaystyle X_{i}} . Therefore, it is a sub-Gaussian process by Hoeffding's inequality. Lemma (Symmetrization). For every nondecreasing

Jan H. van Schuppen (1,462 words) [view diff] exact match in snippet view article find links to article

J.H. van Schuppen, Divergence rate approximation of a stationary Gaussian process by the output of a Gaussian system, Mathematical Theory of Networks

Eleni Chatzi (1,842 words) [view diff] case mismatch in snippet view article find links to article

alternative covariance functions for joint input-state estimation via Gaussian Process latent force models in structural dynamics". Mechanical Systems and

Pattern recognition (4,259 words) [view diff] exact match in snippet view article find links to article

principal component analysis (MPCA) Kalman filters Particle filters Gaussian process regression (kriging) Linear regression and extensions Independent component

HD 189733 b (4,214 words) [view diff] exact match in snippet view article find links to article

temperatures of hot Jupiters and associated uncertainties through Gaussian process regression". Monthly Notices of the Royal Astronomical Society. 489

Motion capture (7,023 words) [view diff] case mismatch in snippet view article find links to article

(2016). "Kinect Posture Reconstruction based on a Local Mixture of Gaussian Process Models" (PDF). IEEE Transactions on Visualization and Computer Graphics

Least-squares support vector machine (3,361 words) [view diff] case mismatch in snippet view article find links to article

www.gaussianprocess.org "Gaussian Processes: Data modeling using Gaussian Process priors over functions for regression and classification (MacKay, Williams)"

List of nearest stars (5,482 words) [view diff] case mismatch in snippet view article find links to article

1093/mnrasl/slu076. hdl:2299/19219. S2CID 67807856. Bortle, Anna; et al. (2021). "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

Silvia Ferrari (1,445 words) [view diff] no match in snippet view article find links to article

nonlinear target dynamics via Bayesian nonparametric Dirichlet-process Gaussian-process (DP-GP) models". 2014 IEEE/RSJ International Conference on Intelligent

Stat-Ease (1,303 words) [view diff] exact match in snippet view article find links to article

the features of Design-Expert, it included space-filling designs, Gaussian process modeling, and add-on Python scripting at launch. Stat-Ease founder

List of nearest exoplanets (7,745 words) [view diff] case mismatch in snippet view article find links to article

456L...6R. doi:10.1093/mnrasl/slv164. Bortle, Anna; et al. (2021). "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

Oliver Sawodny (813 words) [view diff] case mismatch in snippet view article find links to article

1063-6536. Janine Guenther, Oliver Sawodny (Hrsg.): Feature selection and Gaussian Process regression for personalized thermal comfort prediction. In: Building

Donsker classes (538 words) [view diff] exact match in snippet view article find links to article

properly normalized, converges weakly to a Brownian bridge—a continuous Gaussian process. This is significant as it assures that results analogous to the central

Habitable zone (13,879 words) [view diff] case mismatch in snippet view article find links to article

Space.com. Retrieved 10 January 2015. Bortle, Anna; et al. (2021), "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

Path integral formulation (14,277 words) [view diff] exact match in snippet view article find links to article

statistical quantity, whose average value is 1, i.e. a normalized "Gaussian process". The fluctuations of such a quantity can be described by a statistical

Quantum machine learning (10,780 words) [view diff] exact match in snippet view article find links to article

Fitzsimons, Jack K.; Fitzsimons, Joseph F. (2019). "Quantum assisted Gaussian process regression". Physical Review A. 99 (5): 052331. arXiv:1512.03929. Bibcode:2019PhRvA

Gaussian probability space (1,057 words) [view diff] exact match in snippet view article find links to article

( g ) {\displaystyle W(g)} . The notation is that of an isornomal Gaussian process and typically the Gaussian space is defined through one. One can then

List of extrasolar candidates for liquid water (2,495 words) [view diff] case mismatch in snippet view article find links to article

Dodson-Robinson, Sarah; Ramirez Delgado, Victor; Gizis, John (2021), "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

List of exoplanets discovered in 2014 (4,174 words) [view diff] case mismatch in snippet view article find links to article

Dodson-Robinson, Sarah; Ramirez Delgado, Victor; Gizis, John (2021), "A Gaussian Process Regression Reveals No Evidence for Planets Orbiting Kapteyn's Star"

List of hottest exoplanets (1,949 words) [view diff] exact match in snippet view article find links to article

temperatures of hot Jupiters and associated uncertainties through Gaussian process regression". Monthly Notices of the Royal Astronomical Society. 489

Point-set registration (9,086 words) [view diff] exact match in snippet view article find links to article

"Acceleration of non-rigid point set registration with downsampling and Gaussian process regression". IEEE Transactions on Pattern Analysis and Machine Intelligence

Eddy diffusion (7,951 words) [view diff] exact match in snippet view article find links to article

position (ie., the integral of the Ornstein-Uhlenbeck process) is also a Gaussian process. Thus, the mean scalar field predicted by the Langevin equation is

Array processing (5,733 words) [view diff] exact match in snippet view article find links to article

under the assumption that the process x(t) is a stationary, zero-mean, Gaussian process that is completely described by its second-order covariance matrix

Josephson voltage standard (6,615 words) [view diff] exact match in snippet view article find links to article

in the unknown and in the null meter can generally be modeled by a Gaussian process with one standard deviation on the order of 20 to 100 nV. There are

Machine-learned interatomic potential (1,205 words) [view diff] exact match in snippet view article find links to article

which combines compact descriptors of local atomic environments with Gaussian process regression to machine learn the potential energy surface of a given

3D Morphable Model (4,052 words) [view diff] case mismatch in snippet view article find links to article

Marcel; Gerig, Thomas; Jud, Christoph; Vetter, Thomas (2018-08-01). "Gaussian Process Morphable Models". IEEE Transactions on Pattern Analysis and Machine

Edwin Olson (4,946 words) [view diff] case mismatch in snippet view article find links to article

Robots and Systems (IROS) 2012. Pradeep Ranganathan and Edwin Olson. Gaussian Process for Lens Distortion Modeling. Pro- ceedings of the IEEE/RSJ International