Søren Hauberg

Søren Hauberg

Lektor

DTU COMPUTE
Institut for Matematik og Computer Science

Danmarks Tekniske Universitet

Richard Petersens Plads

Bygning 321, rum 009

2800 Kgs. Lyngby

Hjemmeside

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Publikationer
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2018
 

Directional Statistics with the Spherical Normal Distribution

Hauberg, Søren
part of: Proceedings of 2018 21st International Conference on Information Fusion, FUSION 2018, pages: 704-711, 2018, IEEE
Presented at:
2018 21st International Conference on Information Fusion

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.23919/ICIF.2018.8455242

2017
 

Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning

Chakraborty, Rudrasis ; Hauberg, Søren ; Vemuri, Baba C.
part of: Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, pages: 801-809, 2018, IEEE
Presented at:
2017 IEEE Conference on Computer Vision and Pattern Recognition

Type: Article in proceedings

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/CVPR.2017.92

 

Maximum Likelihood Estimation of Riemannian Metrics from Euclidean Data

Arvanitidis, Georgios ; Hansen, Lars Kai ; Hauberg, Søren
in: Lecture Notes in Computer Science, vol: 10589, pages: 38-46
Presented at:
3rd International Conference on Geometric Science of Information

Type: Conference article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1007/978-3-319-68445-1_5

  PDF

Transformations Based on Continuous Piecewise-Affine Velocity Fields

Freifeld, Oren ; Hauberg, Søren ; Batmanghelich, Kayhan ; Fisher, Jonn W.
in: I E E E Transactions on Pattern Analysis and Machine Intelligence, vol: 39, issue: 12, pages: 2496-2509

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/TPAMI.2016.2646685

2016
  PDF

A locally adaptive normal distribution

Arvanitidis, Georgios ; Hansen, Lars Kai ; Hauberg, Søren
in: Advances in Neural Information Processing Systems, pages: 4258-4266
Presented at:
30th Annual Conference on Neural Information Processing Systems

Type: Conference article (Peer reviewed)

Status: Published     |    År: 2016

  PDF

Data-driven forward model inference for EEG brain imaging

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
in: NeuroImage, vol: 139, pages: 249-258

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2016     |    DOI: https://doi.org/10.1016/j.neuroimage.2016.06.017

  PDF

Forward Models can be Inferred from EEG Data

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
Presented at:
22nd Annual Meeting of the Organization for Human Brain Mapping

Type: Poster (Peer reviewed)

Status: Published     |    År: 2016

  PDF

Forward Models can be Inferred from EEG Data

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
Presented at:
22nd Annual Meeting of the Organization for Human Brain Mapping

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    År: 2016

  PDF

Open Problem: Kernel methods on manifolds and metric spaces

Feragen, Aasa ; Hauberg, Søren
part of: JMLR: Workshop and Conference Proceedings, pages: 1-4, 2016
Presented at:
Annual Conference on Learning Theory 2016

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2016

 

Scalable Robust Principal Component Analysis Using Grassmann Averages

Hauberg, Søren ; Feragen, Aasa ; Enficiaud, Raffi ; Black, Michael J.
in: I E E E Transactions on Pattern Analysis and Machine Intelligence, vol: 38, issue: 11, pages: 2298-2311

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2016     |    DOI: https://doi.org/10.1109/TPAMI.2015.2511743