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Gaussian process
Known as:
GP
, Gaussian Processes
, Gaussian stochastic process
In probability theory and statistics, a Gaussian process is a statistical model where observations occur in a continuous domain, e.g. time or space…
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Related topics
Related topics
34 relations
Additive white Gaussian noise
Autoregressive model
Bayesian interpretation of kernel regularization
Brownian motion
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Papers overview
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2009
2009
Bayesian Localized Multiple Kernel Learning
Mario Christoudias
,
R. Urtasun
,
Trevor Darrell
2009
Corpus ID: 8221717
Multiple kernel learning approaches to multi-view learning [1, 11, 7] have recently become very popular since they can easily…
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Highly Cited
1997
Highly Cited
1997
Time scale analysis of an ATM queueing system with long-range dependent traffic
G. Mayor
,
J. Silvester
Proceedings of INFOCOM '97
1997
Corpus ID: 15545974
Several types of network traffic have been shown to exhibit long-range dependence (LRD). In this work, we show that the busy…
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Highly Cited
1995
Highly Cited
1995
Bayesian Learning for Neural Networks
Radford M. Neal
1995
Corpus ID: 60809283
Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions…
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1994
1994
Sampling and processing of color signals
H. Torp
Proceedings of 1st International Conference on…
1994
Corpus ID: 1110913
The paper discusses the sampling of color spectra and its effect on the accuracy of derived properties such as CIE tristimulus…
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1987
1987
Confidence intervals for the maximum entropy spectrum
D. Burshtein
,
E. Weinstein
IEEE Transactions on Acoustics Speech and Signal…
1987
Corpus ID: 6765064
We present a computationally efficient method of calculating confidence intervals for the maximum entropy (ME) or autoregressive…
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1980
1980
Analysis of a cross correlator with a clipper in one channel (Corresp.)
L. Andrews
IEEE Transactions on Information Theory
1980
Corpus ID: 24741872
General expressions are derived for the characteristic function and probability density function of the output of a cross…
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1977
1977
The optimum constant false alarm probability detector for relatively coherent multichannel signals in Gaussian noise of unknown power
P. Grieve
IEEE Transactions on Information Theory
1977
Corpus ID: 13230779
In this paper, the method of "most powerful similar tests" is used to obtain the optimum (largest probability of detection…
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1970
1970
Continuity of Gaussian processes
M. Marcus
,
L. Shepp
1970
Corpus ID: 123644450
We give a proof of Fernique's theorem that if Xis a stationary Gaussian process and a2(h) =E(X(h) X(O))2 then X has continuous…
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1965
1965
The distribution of intervals between zero crossings of sine wave plus random noise and allied topics
S. M. Cobb
IEEE Transactions on Information Theory
1965
Corpus ID: 12967186
Using the first term of a series given by Longuet-Higgins [5] for the general case an approximate solution is found in the form…
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1962
1962
Some problems in nonlinear theory
M. Schetzen
1962
Corpus ID: 17985465
"July 6, 1962." "Submitted to the Department of Electrical Engineering, M.I.T., May 20, 1961, in partial fulfillment of the…
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