On the Impact of Sampling on Deep Sequential State Estimation

Helena Calatrava; Ricardo Augusto Borsoi; Tales Imbiriba; Pau Closas

doi:10.1109/IEEECONF59524.2023.10476916

On the Impact of Sampling on Deep Sequential State Estimation

Helena Calatrava
, Ricardo Augusto Borsoi
, Tales Imbiriba
, Pau Closas

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023
Editors	Michael B. Matthews
Publisher	IEEE Computer Society
Pages	1362-1366
Number of pages	5
ISBN (Electronic)	9798350325744
DOIs	https://doi.org/10.1109/IEEECONF59524.2023.10476916
State	Published - 2023
Event	57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023 - Pacific Grove, United States Duration: Oct 29 2023 → Nov 1 2023

Publication series

Name	Conference Record - Asilomar Conference on Signals, Systems and Computers
ISSN (Print)	1058-6393

Conference

Conference	57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023
Country/Territory	United States
City	Pacific Grove
Period	10/29/23 → 11/1/23

ASJC Scopus Subject Areas

Signal Processing
Computer Networks and Communications

Keywords

generative modeling
Importance sampling
sequential state estimation
variational inference

Access to Document

10.1109/IEEECONF59524.2023.10476916

Cite this

Calatrava, H., Borsoi, R. A., Imbiriba, T., & Closas, P. (2023). On the Impact of Sampling on Deep Sequential State Estimation. In M. B. Matthews (Ed.), Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023 (pp. 1362-1366). (Conference Record - Asilomar Conference on Signals, Systems and Computers). IEEE Computer Society. https://doi.org/10.1109/IEEECONF59524.2023.10476916

On the Impact of Sampling on Deep Sequential State Estimation. / Calatrava, Helena; Borsoi, Ricardo Augusto; Imbiriba, Tales et al.
Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. ed. / Michael B. Matthews. IEEE Computer Society, 2023. p. 1362-1366 (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Calatrava, H, Borsoi, RA, Imbiriba, T & Closas, P 2023, On the Impact of Sampling on Deep Sequential State Estimation. in MB Matthews (ed.), Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. Conference Record - Asilomar Conference on Signals, Systems and Computers, IEEE Computer Society, pp. 1362-1366, 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023, Pacific Grove, United States, 10/29/23. https://doi.org/10.1109/IEEECONF59524.2023.10476916

Calatrava H, Borsoi RA, Imbiriba T, Closas P. On the Impact of Sampling on Deep Sequential State Estimation. In Matthews MB, editor, Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. IEEE Computer Society. 2023. p. 1362-1366. (Conference Record - Asilomar Conference on Signals, Systems and Computers). doi: 10.1109/IEEECONF59524.2023.10476916

Calatrava, Helena ; Borsoi, Ricardo Augusto ; Imbiriba, Tales et al. / On the Impact of Sampling on Deep Sequential State Estimation. Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. editor / Michael B. Matthews. IEEE Computer Society, 2023. pp. 1362-1366 (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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On the Impact of Sampling on Deep Sequential State Estimation

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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