Søren Hauberg

Søren Hauberg

Danmarks Tekniske Universitet

H-index: 30

Europe-Denmark

About Søren Hauberg

Søren Hauberg, With an exceptional h-index of 30 and a recent h-index of 26 (since 2020), a distinguished researcher at Danmarks Tekniske Universitet, specializes in the field of Machine Learning, Computer Vision, Geometric Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning to taste: A multimodal wine dataset

Riemannian Laplace approximations for Bayesian neural networks

Bayesian metric learning for uncertainty quantification in image retrieval

Accurate Computation of the Logarithm of Modified Bessel Functions on GPUs

A Continuous Relaxation for Discrete Bayesian Optimization

Improving Adversarial Energy-Based Model via Diffusion Process

Adaptive Cholesky Gaussian Processes

Beyond Parameter Averaging in Model Aggregation

Søren Hauberg Information

University

Position

Cognitive Systems DTU Compute

Citations(all)

5271

Citations(since 2020)

2883

Cited By

3279

hIndex(all)

30

hIndex(since 2020)

26

i10Index(all)

51

i10Index(since 2020)

43

Email

University Profile Page

Danmarks Tekniske Universitet

Google Scholar

View Google Scholar Profile

Søren Hauberg Skills & Research Interests

Machine Learning

Computer Vision

Geometric Statistics

Top articles of Søren Hauberg

Title

Journal

Author(s)

Publication Date

Learning to taste: A multimodal wine dataset

Advances in Neural Information Processing Systems

Thoranna Bender

Simon Sørensen

Alireza Kashani

Kristjan Eldjarn Hjorleifsson

Grethe Hyldig

...

2024/2/13

Riemannian Laplace approximations for Bayesian neural networks

Advances in Neural Information Processing Systems

Federico Bergamin

Pablo Moreno-Muñoz

Søren Hauberg

Georgios Arvanitidis

2024/2/13

Bayesian metric learning for uncertainty quantification in image retrieval

Advances in Neural Information Processing Systems

Frederik Warburg

Marco Miani

Silas Brack

Søren Hauberg

2024/2/13

Accurate Computation of the Logarithm of Modified Bessel Functions on GPUs

Andreas L Plesner

Hans Henrik Brandenborg

Søren Hauberg

2024

A Continuous Relaxation for Discrete Bayesian Optimization

arXiv preprint arXiv:2404.17452

Richard Michael

Simon Bartels

Miguel González-Duque

Yevgen Zainchkovskyy

Jes Frellsen

...

2024/4/26

Improving Adversarial Energy-Based Model via Diffusion Process

ICML2024

Cong Geng

Tian Han

Peng-Tao Jiang

Hao Zhang

Jinwei Chen

...

2024/3/4

Adaptive Cholesky Gaussian Processes

Simon Bartels

Kristoffer Stensbo-Smidt

Pablo Moreno-Muñoz

Wouter Boomsma

Jes Frellsen

...

2023/4/11

Beyond Parameter Averaging in Model Aggregation

Pol G Recasens

Jordi Torres

Josep Lluis Berral

Søren Hauberg

Pablo Moreno-Muñoz

2023/10/28

Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty

arXiv preprint arXiv:2303.13123

Kilian Zepf

Selma Wanna

Marco Miani

Juston Moore

Jes Frellsen

...

2023/3/23

Neural Contractive Dynamical Systems

Hadi Beik Mohammadi

Søren Hauberg

Georgios Arvanitidis

Nadia Figueroa

Gerhard Neumann

...

2024/1/16

Reactive motion generation on learned Riemannian manifolds

The International Journal of Robotics Research

Hadi Beik-Mohammadi

Søren Hauberg

Georgios Arvanitidis

Gerhard Neumann

Leonel Rozo

2023/9

Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on …

Jeppe Thagaard

Glenn Broeckx

David B Page

Chowdhury Arif Jahangir

Sara Verbandt

...

2023/8

Variational Point Encoding Deformation for Dental Modeling

arXiv preprint arXiv:2307.10895

Johan Ziruo Ye

Thomas Ørkild

Peter Lempel Søndergaard

Søren Hauberg

2023/7/20

On masked pre-training and the marginal likelihood

Advances in Neural Information Processing Systems

Pablo Moreno-Muñoz

Pol Garcia Recasens

Søren Hauberg

2023/12/15

Benchmarking generative latent variable models for speech

arXiv preprint arXiv:2202.12707

Jakob D Havtorn

Lasse Borgholt

Søren Hauberg

Jes Frellsen

Lars Maaløe

2022/2/22

Danish airs and grounds: A dataset for aerial-to-street-level place recognition and localization

IEEE Robotics and Automation Letters

Andrea Vallone

Frederik Warburg

Hans Hansen

Søren Hauberg

Javier Civera

2022/6/30

Probabilistic thermal stability prediction through sparsity promoting transformer representation

arXiv preprint arXiv:2211.05698

Yevgen Zainchkovskyy

Jesper Ferkinghoff-Borg

Anja Bennett

Thomas Egebjerg

Nikolai Lorenzen

...

2022/11/10

Robust uncertainty estimates with out-of-distribution pseudo-inputs training

arXiv preprint arXiv:2201.05890

Pierre Segonne

Yevgen Zainchkovskyy

Søren Hauberg

2022/1/15

Is an encoder within reach?

arXiv preprint arXiv:2206.01552

Helene Hauschultz

Rasmus Berg Palm Moreno-Muños

Nicki Skafte Detlefsen

Andrew Allan du Plessis

Søren Hauberg

2022/6/3

Iclr 2022 challenge for computational geometry & topology: Design and results

Adele Myers

Saiteja Utpala

Shubham Talbar

Sophia Sanborn

Christian Shewmake

...

2022/11/9

See List of Professors in Søren Hauberg University(Danmarks Tekniske Universitet)

Co-Authors

H-index: 70
Lars Kai Hansen

Lars Kai Hansen

Danmarks Tekniske Universitet

H-index: 47
John W. Fisher III

John W. Fisher III

Massachusetts Institute of Technology

H-index: 45
Mads Nielsen

Mads Nielsen

Københavns Universitet

H-index: 21
Stefan Sommer

Stefan Sommer

Københavns Universitet

H-index: 20
Jes Frellsen

Jes Frellsen

Danmarks Tekniske Universitet

H-index: 18
Aasa Feragen

Aasa Feragen

Danmarks Tekniske Universitet

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