CiteULike: nurban's dimensionality-reduction [13 articles]

Improving the performance of predictive process modeling for large datasets

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

Model Reduction for Large-Scale Systems with High-Dimensional Parametric Input Space

SIAM Journal on Scientific Computing, Vol. 30, No. 6. (2008), pp. 3270-3288.

by T. Bui Thanh, K. Willcox, O. Ghattas

posted to reduction model dynamics dimensionality-reduction by nurban on 2009-11-03 16:33:11 as

A Low Rank Approach to Automatic Differentiation

Advances in Automatic Differentiation (2008), pp. 55-65.

by Hany S. Abdel-Khalik, Paul D. Hovland, Andrew Lyons, Tracy E. Stover, Jean Utke

posted to numerical model dimensionality-reduction adjoint by nurban on 2009-10-29 20:34:58 as

Dynamic factor process convolution models for multivariate space–time data with application to air quality assessment

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

Gaussian predictive process models for large spatial data sets

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

Estimating the Dimensions of Weather and Climate Attractors

Journal of the Atmospheric Sciences, Vol. 43, No. 5. (1 March 1986), pp. 419-432.

by Klaus Fraedrich

posted to climate dimensionality-reduction dynamics nonlinear observations spectral statistics weather by nurban on 2009-06-15 15:43:52 as

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

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

Normal forms for reduced stochastic climate models

Proceedings of the National Academy of Sciences, Vol. 106, No. 10. (10 March 2009), pp. 3649-3653.

by Andrew J. Majda, Christian Franzke, Daan Crommelin

posted to climate dimensionality-reduction emulator eof model nao pca reduced stochastic by nurban on 2009-04-17 15:39:41 as

CUR matrix decompositions for improved data analysis

Proceedings of the National Academy of Sciences, Vol. 106, No. 3. (20 January 2009), pp. 697-702.

by Michael W. Mahoney, Petros Drineas

posted to dimensionality-reduction pca statistics svd by nurban on 2009-01-27 18:14:31 as

along with 3 people jzujovic rdiaz tmmurali

Information theoretic methods for stochastic model reduction based on state projection

In 2005 American Control Conference (2005)

by Hui Zhang, You X. Sun

posted to approximation dimensionality-reduction dynamics entropy information model stochastic by nurban on 2009-01-16 21:01:48 as

Dimensional reduction for a Bayesian filter

Proceedings of the National Academy of Sciences of the United States of America, Vol. 101, No. 42. (19 October 2004), pp. 15013-15017.

by Alexandre J. Chorin, Paul Krause

posted to assimilation bayesian dimensionality-reduction dynamics kalman nonlinear optimal prediction smc statistics by nurban on 2009-01-16 20:24:36 as

Summarizing Complexity in High Dimensions

Physical Review Letters, Vol. 94, No. 9. (2005)

by Karl Young, Yue Chen, John Kornak, Gerald B. Matson, Norbert Schuff

posted to dimensionality-reduction dynamics entropy information spacetime statistics by nurban on 2008-08-20 14:39:54 as

along with 1 person qwermish

Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis

Multiscale Modeling & Simulation, Vol. 6, No. 4. (2008), pp. 1125-1145.

by Illia Horenko, Rupert Klein, Stamen Dolaptchiev, Christof Schütte

posted to climate dimensionality-reduction eof hmm model prediction statistics stochastic time-series weather by nurban on 2008-01-09 19:25:20 as

along with 1 person and 1 group sobolevnrm baker-group

	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
	Model Reduction for Large-Scale Systems with High-Dimensional Parametric Input Space [My Copy] SIAM Journal on Scientific Computing, Vol. 30, No. 6. (2008), pp. 3270-3288. by T. Bui Thanh, K. Willcox, O. Ghattas posted to reduction model dynamics dimensionality-reduction by nurban on 2009-11-03 16:33:11 as
	A Low Rank Approach to Automatic Differentiation [My Copy] Advances in Automatic Differentiation (2008), pp. 55-65. by Hany S. Abdel-Khalik, Paul D. Hovland, Andrew Lyons, Tracy E. Stover, Jean Utke posted to numerical model dimensionality-reduction adjoint by nurban on 2009-10-29 20:34:58 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
	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
	Estimating the Dimensions of Weather and Climate Attractors [My Copy] Journal of the Atmospheric Sciences, Vol. 43, No. 5. (1 March 1986), pp. 419-432. by Klaus Fraedrich posted to climate dimensionality-reduction dynamics nonlinear observations spectral statistics weather by nurban on 2009-06-15 15:43:52 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
	Normal forms for reduced stochastic climate models [My Copy] Proceedings of the National Academy of Sciences, Vol. 106, No. 10. (10 March 2009), pp. 3649-3653. by Andrew J. Majda, Christian Franzke, Daan Crommelin posted to climate dimensionality-reduction emulator eof model nao pca reduced stochastic by nurban on 2009-04-17 15:39:41 as
	CUR matrix decompositions for improved data analysis [My Copy] Proceedings of the National Academy of Sciences, Vol. 106, No. 3. (20 January 2009), pp. 697-702. by Michael W. Mahoney, Petros Drineas posted to dimensionality-reduction pca statistics svd by nurban on 2009-01-27 18:14:31 as along with 3 people jzujovic rdiaz tmmurali
	Information theoretic methods for stochastic model reduction based on state projection [My Copy] In 2005 American Control Conference (2005) by Hui Zhang, You X. Sun posted to approximation dimensionality-reduction dynamics entropy information model stochastic by nurban on 2009-01-16 21:01:48 as
	Dimensional reduction for a Bayesian filter [My Copy] Proceedings of the National Academy of Sciences of the United States of America, Vol. 101, No. 42. (19 October 2004), pp. 15013-15017. by Alexandre J. Chorin, Paul Krause posted to assimilation bayesian dimensionality-reduction dynamics kalman nonlinear optimal prediction smc statistics by nurban on 2009-01-16 20:24:36 as
	Summarizing Complexity in High Dimensions [My Copy] Physical Review Letters, Vol. 94, No. 9. (2005) by Karl Young, Yue Chen, John Kornak, Gerald B. Matson, Norbert Schuff posted to dimensionality-reduction dynamics entropy information spacetime statistics by nurban on 2008-08-20 14:39:54 as along with 1 person qwermish
	Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis [My Copy] Multiscale Modeling & Simulation, Vol. 6, No. 4. (2008), pp. 1125-1145. by Illia Horenko, Rupert Klein, Stamen Dolaptchiev, Christof Schütte posted to climate dimensionality-reduction eof hmm model prediction statistics stochastic time-series weather by nurban on 2008-01-09 19:25:20 as along with 1 person and 1 group sobolevnrm baker-group

nurban's dimensionality-reduction [13 articles] Export

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