Ole Winther

Ole Winther

Professor

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Richard Petersens Plads

Building 321, room 115

2800 Kgs. Lyngby

Ph.
Fax +45 45 87 25 99
E-mail olwi@dtu.dk
ORCID 0000-0002-1966-3205
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2020
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Conditional monitoring in photovoltaic systems by semi-supervised machine learning

Maaløe, Lars ; Winther, Ole ; Spataru, Sergiu ; Sera, Dezso
in: Energies, vol: 13, issue: 3

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.3390/en13030584

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Daily estimates of clinical severity of symptoms in bipolar disorder from smartphone-based self-assessments

Busk, Jonas ; Faurholt-Jepsen, Maria ; Frost, Mads ; Bardram, Jakob E. ; Kessing, Lars Vedel ; Winther, Ole
in: Translational Psychiatry, vol: 10, issue: 1

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1038/s41398-020-00867-6

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Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments

Busk, Jonas ; Faurholt-Jepsen, Maria ; Frost, Mads ; Bardram, Jakob E. ; Vedel Kessing, Lars ; Winther, Ole
in: JMIR mHealth and uHealth, vol: 8, issue: 4

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.2196/15028

 

Regularized models of audiovisual integration of speech with predictive power for sparse behavioral data

Andersen, Tobias S. ; Winther, Ole
in: Journal of Mathematical Psychology, vol: 98

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1016/j.jmp.2020.102404

 

scVAE: Variational auto-encoders for single-cell gene expression data

Grønbech, Christopher Heje ; Vording, Maximillian Fornitz ; Timshel, Pascal ; Sønderby, Casper Kaae ; Pers, Tune Hannes ; Winther, Ole
in: Bioinformatics

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1093/bioinformatics/btaa293

 

Systematic review of machine learning for diagnosis and prognosis in dermatology

Thomsen, Kenneth ; Iversen, Lars ; Titlestad, Therese Louise ; Winther, Ole
in: Journal of Dermatological Treatment

Type: Review (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1080/09546634.2019.1682500

2019
 

Attend, copy, parse end-to-end information extraction from documents

Palm, Rasmus Berg ; Laws, Florian ; Winther, Ole
part of: Proceedings of 2019 International Conference on Document Analysis and Recognition , pages: 329-336, 2020
Presented at:
15th IAPR International Conference on Document Analysis and Recognition

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1109/icdar.2019.00060

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BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling

Maaløe, Lars ; Fraccaro, Marco ; Lievin, Valentin ; Winther, Ole
part of: Advances in Neural Information Processing Systems 32 , 2020
Presented at:
33rd Conference on Neural Information Processing Systems

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019

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Deconvolution of autoencoders to learn biological regulatory modules from single cell mRNA sequencing data

Kinalis, Savvas ; Nielsen, Finn Cilius ; Winther, Ole ; Bagger, Frederik Otzen
in: BMC Bioinformatics, vol: 20, issue: 1

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1186/s12859-019-2952-9