DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures

Andrew R. Lawrence; Carl Henrik Ek

DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures

Andrew R. Lawrence, Carl Henrik Ek

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Original language	English
Title of host publication	Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA
Editors	Kamalika Chaudhuri, Ruslan Salakhutdinov
Publisher	PMLR
Pages	3682-3691
Number of pages	10
Volume	97
Publication status	Published - 2019

Publication series

Name	Proceedings of Machine Learning Research
Publisher	PMLR

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http://proceedings.mlr.press/v97/lawrence19a.html

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Lawrence, A. R., & Ek, C. H. (2019). DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures. In K. Chaudhuri, & R. Salakhutdinov (Eds.), Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA (Vol. 97, pp. 3682-3691). (Proceedings of Machine Learning Research). PMLR. http://proceedings.mlr.press/v97/lawrence19a.html

Lawrence, Andrew R. ; Ek, Carl Henrik. / DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures. Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. editor / Kamalika Chaudhuri ; Ruslan Salakhutdinov. Vol. 97 PMLR, 2019. pp. 3682-3691 (Proceedings of Machine Learning Research).

@inproceedings{7579c4ea343c436a944a9acd4960becf,

title = "DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures",

author = "Lawrence, {Andrew R.} and Ek, {Carl Henrik}",

year = "2019",

language = "English",

volume = "97",

series = "Proceedings of Machine Learning Research",

publisher = "PMLR",

pages = "3682--3691",

editor = "Kamalika Chaudhuri and Ruslan Salakhutdinov",

booktitle = "Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA",

}

Lawrence, AR & Ek, CH 2019, DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures. in K Chaudhuri & R Salakhutdinov (eds), Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. vol. 97, Proceedings of Machine Learning Research, PMLR, pp. 3682-3691. <http://proceedings.mlr.press/v97/lawrence19a.html>

DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures. / Lawrence, Andrew R.; Ek, Carl Henrik.
Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. ed. / Kamalika Chaudhuri; Ruslan Salakhutdinov. Vol. 97 PMLR, 2019. p. 3682-3691 (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures

AU - Lawrence, Andrew R.

AU - Ek, Carl Henrik

PY - 2019

Y1 - 2019

M3 - Conference Contribution (Conference Proceeding)

VL - 97

T3 - Proceedings of Machine Learning Research

SP - 3682

EP - 3691

BT - Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA

A2 - Chaudhuri, Kamalika

A2 - Salakhutdinov, Ruslan

PB - PMLR

ER -