nurban's gaussian-process [32 articles] Export

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	Estimating basal properties of glaciers from surface measurements: a non [My Copy] The Cryosphere Discussions, Vol. 3, No. 1. (5 February 2009), pp. 181-222. by M. J. Raymond, G. H. Gudmundsson posted to topography statistics optimal glacial geology gaussian-process climate bayesian assimilation by nurban on 2009-12-01 17:01:56 as
	GP-BayesFilters: Bayesian filtering using Gaussian process prediction and observation models [My Copy] Autonomous Robots, Vol. 27, No. 1. (1 July 2009), pp. 75-90. by Jonathan Ko, Dieter Fox posted to time-series statistics smc prediction nonlinear kalman gaussian-process dynamics bayesian by nurban on 2009-11-28 18:48:54 as
	Gaussian process modelling of asteroseismic data [My Copy] Monthly Notices of the Royal Astronomical Society, Vol. 395, No. 4. (June 2009), pp. 2226-2233. by B. J. Brewer, D. Stello posted to statistics gaussian-process astronomy by nurban on 2009-11-20 02:44:12 as
	Improving the performance of predictive process modeling for large datasets [My Copy] Computational Statistics & Data Analysis, Vol. 53, No. 8. (15 June 2009), pp. 2873-2884. by Andrew O. Finley, Huiyan Sang, Sudipto Banerjee, Alan E. Gelfand posted to statistics spatial spacetime prediction nonstationary non-gaussian mcmc hierarchical gaussian-process dimensionality-reduction bayesian by nurban on 2009-11-13 17:36:27 as
	Calculations of Sobol indices for the Gaussian process metamodel [My Copy] Reliability Engineering & System Safety, Vol. 94, No. 3. (March 2009), pp. 742-751. by A. Marrel, B. Iooss, B. Laurent, O. Roustant posted to variance statistics sensitivity gaussian-process by nurban on 2009-11-12 02:33:53 as along with 1 person vbaudoui
	Particle learning of Gaussian process models for sequential design and optimization [My Copy] (29 Sep 2009) by Robert B. Gramacy, Nicholas G. Polson posted to statistics smc optimal mcmc gaussian-process design by nurban on 2009-11-12 02:29:08 as along with 2 people renreff dah
	Gaussian process emulation of dynamic computer codes [My Copy] Biometrika, Vol. 96, No. 3. (30 June 2009), pp. asp028-676. by S. Conti, J. P. Gosling, J. E. Oakley, A. O'hagan posted to weather statistics runoff precipitation gaussian-process emulator dynamics by nurban on 2009-11-12 02:27:44 as along with 1 person renreff
	Gaussian process regression for multivariate spectroscopic calibration [My Copy] Chemometrics and Intelligent Laboratory Systems, Vol. 87, No. 1. (15 May 2007), pp. 59-71. by T. Chen, J. Morris, E. Martin posted to statistics spectral regression gaussian-process chemistry calibration by nurban on 2009-11-12 02:17:26 as
	A comparison of robust metamodels for the uncertainty quantification (UQ) of New York Harbor oceanographic data [My Copy] Journal of Operational Oceanography (August 2008), pp. 3-13. by M. C. Kerman, W. Jiang, A. F. Blumberg, S. E. Buttrey posted to uncertainty statistics regression ocean local-regression gaussian-process error by nurban on 2009-10-22 16:21:38 as
	Dynamic factor process convolution models for multivariate space–time data with application to air quality assessment [My Copy] Environmental and Ecological Statistics, Vol. 14, No. 3. (1 September 2007), pp. 229-247. by Catherine Calder posted to trend sulfur statistics spacetime pollution periodic missing-data gaussian-process dimensionality-reduction convolution bayesian atmosphere by nurban on 2009-10-05 20:41:16 as
	Non-linear matrix factorization with Gaussian processes [My Copy] In ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning (2009), pp. 601-608. by Neil D. Lawrence, Raquel Urtasun posted to statistics gaussian-process by nurban on 2009-09-19 17:05:50 as along with 1 person nliu82
	Information Consistency of Nonparametric Gaussian Process Methods [My Copy] Information Theory, IEEE Transactions on In Information Theory, IEEE Transactions on, Vol. 54, No. 5. (2008), pp. 2376-2382. by M. W. Seeger, S. M. Kakade, D. P. Foster posted to statistics prediction nonparametric information gaussian-process entropy bayesian by nurban on 2009-09-02 00:08:53 as
	Neural Networks: A Replacement for Gaussian Processes? [My Copy] Intelligent Data Engineering and Automated Learning - IDEAL 2005 (2005), pp. 195-202. by Matthew Lilley, Marcus Frean posted to statistics network gaussian-process by nurban on 2009-08-30 21:44:27 as
	Statistical calibration of computer simulations [My Copy] Reliability Engineering & System Safety, Vol. 91, No. 10-11. (October 2006), pp. 1358-1363. by K. Campbell posted to bayesian calibration emulator gaussian-process statistics by nurban on 2009-08-07 14:17:26 as
	A Dynamic Modelling Strategy for Bayesian Computer Model Emulation [My Copy] Vol. 4, No. 2. (2009), pp. 393-412. by Fei Liu, Mike West posted to bayesian dynamic emulator gaussian-process statistics stochastic time-series by nurban on 2009-07-13 01:59:36 as
	Using Gaussian Processes to Optimize Expensive Functions [My Copy] AI 2008: Advances in Artificial Intelligence (2008), pp. 258-267. by Marcus Frean, Phillip Boyle posted to emulator gaussian-process optimal statistics by nurban on 2009-07-13 01:04:12 as
	Parallelizing MCMC for Bayesian spatiotemporal geostatistical models [My Copy] Statistics and Computing, Vol. 17, No. 4. (11 December 2007), pp. 323-335. by Jun Yan, Mary K. Cowles, Shaowen Wang, Marc P. Armstrong posted to bayesian gaussian-process kriging mcmc parameterization spacetime statistics sulfur by nurban on 2009-07-13 00:53:40 as along with 1 person renreff
	Gaussian process dynamic programming [My Copy] Neurocomputing, Vol. 72, No. 7-9. (March 2009), pp. 1508-1524. by Marc P. Deisenroth, Carl E. Rasmussen, Jan Peters posted to dynamic-programming gaussian-process learning optimal by nurban on 2009-07-07 16:37:40 as
	Stable and Efficient Gaussian Process Calculations [My Copy] Journal of Machine Learning Research, Vol. 10 (April 2009), pp. 857-882. by Leslie Foster, Alex Waagen, Nabeela Aijaz, et al.Michael Hurley, Apolonio Luis, Joel Rinsky, Chandrika Satyavolu, Michael J. Way, Paul Gazis, Ashok Srivastava posted to statistics numerical gaussian-process by nurban on 2009-07-07 16:31:46 as
	Fast kriging of large data sets with Gaussian Markov random fields [My Copy] Computational Statistics & Data Analysis, Vol. 52, No. 5. (20 January 2008), pp. 2331-2349. by Linda Hartman, Ola Hössjer posted to approximation gaussian-process gmrf interpolation kriging statistics by nurban on 2009-07-07 16:26:55 as
	Gaussian predictive process models for large spatial data sets [My Copy] Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 70, No. 4. (September 2008), pp. 825-848. by Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley, Huiyan Sang posted to statistics spatial spacetime prediction nonstationary non-gaussian mcmc hierarchical gaussian-process dimensionality-reduction convolution bayesian by nurban on 2009-06-18 21:46:55 as
	Bayesian spatio-temporal models based on discrete convolutions [My Copy] Canadian Journal of Statistics, Vol. 36, No. 2. (2008), pp. 239-258. by Bruno Sansó, Alexandra M. Schmidt, Aline A. Nobre posted to bayesian convolution gaussian-process spacetime statistics by nurban on 2009-06-17 18:28:15 as
	Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems [My Copy] Journal of Computational Physics, Vol. 228, No. 6. (01 April 2009), pp. 1862-1902. by Youssef M. Marzouk, Habib N. Najm posted to bayesian dimensionality-reduction emulator gaussian-process nonlinear pca statistics by nurban on 2009-06-14 22:16:19 as along with 2 people markstoehr kanicka
	About regression-kriging: From equations to case studies☆ [My Copy] Computers & Geosciences, Vol. 33, No. 10. (October 2007), pp. 1301-1315. by T. Hengl, G. Heuvelink, D. Rossiter posted to gaussian-process kriging modis regression satellite spatial statistics vegetation by nurban on 2008-11-06 20:24:22 as along with 2 people hiranzani liucun
	On conditional and intrinsic autoregressions [My Copy] Biometrika, Vol. 82, No. 4. (1 December 1995), pp. 733-746. by Julian Besag, Charles Kooperberg posted to autocorrelation bayesian gaussian-process gmrf spatial statistics by nurban on 2008-09-05 14:36:54 as along with 3 people famuvie renewang pcarbo
	Computer Model Calibration or Tuning in Practice [My Copy] (5 May 2006) by Jason L. Loeppky, Derek Bingham, William J. Welch posted to bayesian bias calibration emulator error gaussian-process model statistics by nurban on 2008-08-05 16:58:06 as
	Covariance Tapering for Interpolation of Large Spatial Datasets [My Copy] Journal of Computational & Graphical Statistics, Vol. 15, No. 3. (September 2006), pp. 502-523. by Furrer, Reinhard, Genton, G. Marc, Nychka, Douglas posted to climate covariance gaussian-process interpolation precipitation sparse spatial statistics by nurban on 2008-08-05 14:01:04 as
	Kriging and Splines: An Empirical Comparison of Their Predictive Performance in Some Applications: Comment [My Copy] Journal of the American Statistical Association, Vol. 89, No. 426. (1994), pp. 401-403. by Mark S. Handcock, Kristen Meier, Douglas Nychka posted to gaussian-process interpolation kriging spatial statistics by nurban on 2008-07-28 18:34:34 as along with 1 person liucun
	Posterior consistency of logistic Gaussian process priors in density estimation [My Copy] Journal of Statistical Planning and Inference, Vol. 137, No. 1. (1 January 2007), pp. 34-42. by Surya T. Tokdar, Jayanta K. Ghosh posted to bayesian gaussian-process prior statistics by nurban on 2008-06-16 18:46:11 as
	Default priors for Gaussian processes [My Copy] Annals of Statistics, Vol. 33, No. 2. (2005), pp. 556-582. by Rui Paulo posted to bayesian gaussian-process prior statistics by nurban on 2008-05-04 02:00:36 as
	Under the hood Issues in the specification and interpretation of spatial regression models [My Copy] Agricultural Economics, Vol. 27, No. 3. (2002), pp. 247-267. by Luc Anselin posted to bayesian correlation gaussian-process kriging regression spatial statistics by nurban on 2008-05-04 01:50:56 as along with 2 people and 1 group liucun mcwimberly GeospatialAnalysis
	Atmospheric carbon dioxide linked with Mesozoic and early Cenozoic climate change [My Copy] Nature Geosci, Vol. 1, No. 1. (January 2008), pp. 43-48. by Benjamin J. Fletcher, Stuart J. Brentnall, Clive W. Anderson, Robert A. Berner, David J. Beerling posted to bayesian cenozoic climate co2 correlation gaussian-process mesozoic paleoclimate statistics temperature by nurban on 2008-04-25 02:37:45 as

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climate	1528
model	415
paleoclimate	341
ocean	334
statistics	319
temperature	246
carbon	238
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co2	223
dynamics	209
regional	164
gcm	157
feedback	156
bias	149
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ice	145
atmosphere	132
vegetation	128
prediction	127
radiative-forcing	120
moc	119
nonlinear	115
warming	112
projections	110
cloud	107
bayesian	107
weather	105
policy	105
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trend	100
climate-sensitivity	99
uncertainty	98
emissions	97
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impacts	93
ecology	92
variation	92
hydrology	88
proxy	80
aerosol	80
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ensemble	79
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atlantic	75
spatial	72
stochastic	72
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ecosystem	71
skill	71
time-series	67
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oxygen	18
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petm	18
drought	17
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emulator	17
kriging	17
sulfur	17
geoengineering	16
hindcast	16
kalman	16
mcmc	16
biomass	15
europe	15
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soot	14
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snow	12
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prior	9
amazon	9
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overconfidence	9
significance	9
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irrigation	8
fingerprint	8
dust	8
runoff	8
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organic	8
lakes	8
glacier	8
nutrient	8
response	8
radiocarbon	8
tree-ring	8
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8ka	7
learning	7
condensed-matter	7
motif	7
coral	7
astrophysics	7
inverse	7
urban	7
fossil	7
design	7
nox	7
evaporation	7
tax	7
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asia	7
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tundra	7
sres	7
species	7
wais	6
itcz	6
gradient	6
biofuel	6
age	6
reanalysis	6
phosphorus	6
snowball-earth	6
stomata	6
us-sw	6
maxent	6
upwelling	6
us-w	6
radiative-transfer	6
turbulence	6
gaussian	6
diurnal	6
radiosonde	6
photosynthesis	6
iam	6
population-dynamics	6
borehole	6
irradiance	6
zonal	6
magnetic	6
risk	6
oligocene	6
mis11	5
epidemiology	5
sampling	5
selection	5
transportation	5
ordovician	5
symmetry	5
pressure	5
pollution	5
risk-management	5
nonstationary	5
nurban	5
china	5
hemisphere	5
svd	5
mjo	5
solar-system	5
health	5
paleocene	5
forcing	5
centennial	5
stochastic-resonance	5
scenario	4
convolution	4
annual	4
temporal	4
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dms	4
4dvar	4
genome	4
storm	4
critical	4
ccn	4
lia	4
gravity	4
path-integral	4
phase-transition	4
desert	4
quantum	4
pollen	4
australia	4
weathering	4
winter	4
downscaling	4
wetland	4
sparse	4
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nonparametric	4
flooding	4
dic	4
missing-data	4
fuel	3
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disturbance	3
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doc	3
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day	2
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anova	2
local-regression	2
non-separable	2
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uv	2
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night	2
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eiv	1
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ab-initio	1
ica	1
canada	1
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soi	1
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paleontology	1
co	1
interannaul	1
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hominid	1
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latent-heat	1
germany	1
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nonequilibrium	1
iceberg	1
bond	1
perturbation	1
nowcasting	1
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brain	1
mutation	1
multiyear	1
plant	1
lightning	1
graph	1
lysocline	1
sociology	1
mesozoic	1

nurban's gaussian-process [32 articles] Export

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