Search Results - STOCHASTIC approximation

1

Conference

Application of stochastic approximation methods for stochastic computer models calibration

Authors: Yuan, J., Ng, S.H., Tsui, K.L.

Contributors: INDUSTRIAL & SYSTEMS ENGINEERING

Superior Title: Scopus

Subject Terms: Finite difference SA, Microsimulation model, Simultaneous perturbation SA, Stochastic approximation, Stochastic computer model calibration

Relation: Yuan, J.,Ng, S.H.,Tsui, K.L. (2010). Application of stochastic approximation methods for stochastic computer models calibration. IEEM2010 - IEEE International Conference on Industrial Engineering and Engineering Management : 1606-1610. ScholarBank@NUS Repository. https://doi.org/10.1109/IEEM.2010.5674279; http://scholarbank.nus.edu.sg/handle/10635/72287; NOT_IN_WOS

Availability: https://doi.org/10.1109/IEEM.2010.5674279
http://scholarbank.nus.edu.sg/handle/10635/72287

2

Conference

Simultaneous perturbation stochastic approximation based neural networks for online learning

Authors: Choy, M.C., Srinivasan, D., Cheu, R.L.

Contributors: CIVIL ENGINEERING, ELECTRICAL & COMPUTER ENGINEERING

Superior Title: Scopus

Subject Terms: Multi-agents, Online learning, Simultaneous perturbation stochastic approximation, Traffic signal control

Relation: Choy, M.C.,Srinivasan, D.,Cheu, R.L. (2004). Simultaneous perturbation stochastic approximation based neural networks for online learning. IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC : 1038-1044. ScholarBank@NUS Repository.; http://scholarbank.nus.edu.sg/handle/10635/50802; NOT_IN_WOS

Availability: http://scholarbank.nus.edu.sg/handle/10635/50802

3

Academic Journal

Calibration of stochastic computer models using stochastic approximation methods

Authors: Yuan, J., Ng, S.H., Tsui, K.L.

Contributors: INDUSTRIAL & SYSTEMS ENGINEERING

Superior Title: Scopus

Subject Terms: Computer model calibration, parameter uncertainty, stochastic approximation, stochastic computer simulation

Relation: Yuan, J., Ng, S.H., Tsui, K.L. (2013). Calibration of stochastic computer models using stochastic approximation methods. IEEE Transactions on Automation Science and Engineering 10 (1) : 171-186. ScholarBank@NUS Repository. https://doi.org/10.1109/TASE.2012.2199486; http://scholarbank.nus.edu.sg/handle/10635/63049; 000312838100017

Availability: https://doi.org/10.1109/TASE.2012.2199486
http://scholarbank.nus.edu.sg/handle/10635/63049

4

Academic Journal

Regression density estimation with variational methods and stochastic approximation

Authors: Nott, D.J., Tan, S.L., Villan, M., Kohn, R.

Contributors: STATISTICS & APPLIED PROBABILITY

Superior Title: Scopus

Subject Terms: Bayesian model selection, Heteroscedasticity, Mixtures of experts, Stochastic approximation, Variational bayes

Relation: Nott, D.J., Tan, S.L., Villan, M., Kohn, R. (2012). Regression density estimation with variational methods and stochastic approximation. Journal of Computational and Graphical Statistics 21 (3) : 797-820. ScholarBank@NUS Repository. https://doi.org/10.1080/10618600.2012.679897; http://scholarbank.nus.edu.sg/handle/10635/105326; 000308282000013

Availability: https://doi.org/10.1080/10618600.2012.679897
http://scholarbank.nus.edu.sg/handle/10635/105326

5

Academic Journal

The stochastic root-finding problem: Overview, solutions, and open questions

Authors: Pasupathy, R., Kim, S.

Contributors: INDUSTRIAL & SYSTEMS ENGINEERING

Superior Title: Scopus

Subject Terms: Sample-average approximation, Stochastic approximation, Stochastic root finding

Relation: Pasupathy, R., Kim, S. (2011-03). The stochastic root-finding problem: Overview, solutions, and open questions. ACM Transactions on Modeling and Computer Simulation 21 (3) : -. ScholarBank@NUS Repository.; http://scholarbank.nus.edu.sg/handle/10635/87283; 000287919900005

Availability: http://scholarbank.nus.edu.sg/handle/10635/87283

6

Academic Journal

Gini index as sparsity measure for signal reconstruction from compressive samples

Authors: Zonoobi, D., Kassim, A.A., Venkatesh, Y.V.

Contributors: ELECTRICAL & COMPUTER ENGINEERING, INTERACTIVE & DIGITAL MEDIA INSTITUTE

Superior Title: Scopus

Subject Terms: Compressive sensing (CS), Gini index (GI), non-convex optimization, simultaneous perturbation stochastic approximation (SPSA), sparsity measures

Relation: Zonoobi, D., Kassim, A.A., Venkatesh, Y.V. (2011-09). Gini index as sparsity measure for signal reconstruction from compressive samples. IEEE Journal on Selected Topics in Signal Processing 5 (5) : 927-932. ScholarBank@NUS Repository. https://doi.org/10.1109/JSTSP.2011.2160711; http://scholarbank.nus.edu.sg/handle/10635/82420; 000294012200004

Availability: https://doi.org/10.1109/JSTSP.2011.2160711
http://scholarbank.nus.edu.sg/handle/10635/82420

7

Academic Journal

The stochastic root-finding problem: Overview, solutions, and open questions

Authors: Pasupathy, R., Kim, S.

Contributors: INDUSTRIAL & SYSTEMS ENGINEERING

Superior Title: Scopus

Subject Terms: Sample-average approximation, Stochastic approximation, Stochastic root finding

Relation: Pasupathy, R., Kim, S. (2011-03). The stochastic root-finding problem: Overview, solutions, and open questions. ACM Transactions on Modeling and Computer Simulation 21 (3) : -. ScholarBank@NUS Repository. https://doi.org/10.1145/1921598.1921603; http://scholarbank.nus.edu.sg/handle/10635/63373; 000287919900005

Availability: https://doi.org/10.1145/1921598.1921603
http://scholarbank.nus.edu.sg/handle/10635/63373

8

Academic Journal

Sampling schedule design towards optimal drug monitoring for individualizing therapy

Authors: Ji, S., Zeng, Y., Wu, P., Lee, E.J.D.

Contributors: PHARMACOLOGY

Superior Title: Scopus

Subject Terms: Sampling schedule, Simulated annealing, Stochastic approximation, Stochastic closed-loop control, Therapeutic drug monitoring

Relation: Ji, S., Zeng, Y., Wu, P., Lee, E.J.D. (2005-10). Sampling schedule design towards optimal drug monitoring for individualizing therapy. Computer Methods and Programs in Biomedicine 80 (1) : 57-63. ScholarBank@NUS Repository. https://doi.org/10.1016/j.cmpb.2005.06.002; http://scholarbank.nus.edu.sg/handle/10635/130602; 000232754300006

Availability: https://doi.org/10.1016/j.cmpb.2005.06.002
http://scholarbank.nus.edu.sg/handle/10635/130602

9

Dissertation/ Thesis

Calibration of stochastic computer models

Authors: YUAN JUN

Contributors: INDUSTRIAL & SYSTEMS ENGINEERING, NG SZU HUI

Subject Terms: Stochastic computer model,computer model calibration,stochastic approximation,parameter uncertainty,Gaussian process,sequential experimental design

Relation: YUAN JUN (2013-08-05). Calibration of stochastic computer models. ScholarBank@NUS Repository.; http://scholarbank.nus.edu.sg/handle/10635/48697; NOT_IN_WOS

Availability: http://scholarbank.nus.edu.sg/handle/10635/48697

10

Dissertation/ Thesis

Variational Approximation for Complex Regression Models

Authors: TAN SIEW LI, LINDA

Contributors: STATISTICS & APPLIED PROBABILITY, NOTT, DAVID JOHN

Subject Terms: Generalized linear mixed models, Mixture models, Heteroscedastic models, Variational Bayes, Stochastic approximation, Reparametrization techniques

Relation: TAN SIEW LI, LINDA (2013-07-02). Variational Approximation for Complex Regression Models. ScholarBank@NUS Repository.; http://scholarbank.nus.edu.sg/handle/10635/43742; NOT_IN_WOS

Availability: http://scholarbank.nus.edu.sg/handle/10635/43742

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