Lars Kai Hansen

Lars Kai Hansen

Danmarks Tekniske Universitet

H-index: 70

Europe-Denmark

About Lars Kai Hansen

Lars Kai Hansen, With an exceptional h-index of 70 and a recent h-index of 39 (since 2020), a distinguished researcher at Danmarks Tekniske Universitet, specializes in the field of Machine learning, AI, neuroimaging, cognitive systems, signal processing.

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

Hubness Reduction Improves Sentence-BERT Semantic Spaces

Using sequences of life-events to predict human lives

Knowledge graphs for empirical concept retrieval

On convex decision regions in deep network representations

On the role of model uncertainties in Bayesian optimisation

Universality of intrinsic dimension of latent representations across models

Clustering of antipsychotic-naïve patients with schizophrenia based on functional connectivity from resting-state electroencephalography

Automatic proficiency scoring for early-stage writing

Lars Kai Hansen Information

University

Position

Professor Cognitive Systems DTU Compute

Citations(all)

26582

Citations(since 2020)

8222

Cited By

21750

hIndex(all)

70

hIndex(since 2020)

39

i10Index(all)

245

i10Index(since 2020)

102

Email

University Profile Page

Danmarks Tekniske Universitet

Google Scholar

View Google Scholar Profile

Lars Kai Hansen Skills & Research Interests

Machine learning

AI

neuroimaging

cognitive systems

signal processing

Top articles of Lars Kai Hansen

Title

Journal

Author(s)

Publication Date

Hubness Reduction Improves Sentence-BERT Semantic Spaces

Beatrix MG Nielsen

Lars Kai Hansen

2024

Using sequences of life-events to predict human lives

Nature Computational Science

Germans Savcisens

Tina Eliassi-Rad

Lars Kai Hansen

Laust Hvas Mortensen

Lau Lilleholt

...

2024/1

Knowledge graphs for empirical concept retrieval

arXiv preprint arXiv:2404.07008

Lenka Tětková

Teresa Karen Scheidt

Maria Mandrup Fogh

Ellen Marie Gaunby Jørgensen

Finn Årup Nielsen

...

2024/4/10

On convex decision regions in deep network representations

Lenka Tětková

Thea Brüsch

Teresa Scheidt

Fabian Mager

Rasmus Aagaard

...

2023/10/13

On the role of model uncertainties in Bayesian optimisation

Jonathan Foldager

Mikkel Jordahn

Lars K Hansen

Michael R Andersen

2023/7/2

Universality of intrinsic dimension of latent representations across models

Teresa Scheidt

Lars Kai Hansen

2023/12/18

Clustering of antipsychotic-naïve patients with schizophrenia based on functional connectivity from resting-state electroencephalography

European Archives of Psychiatry and Clinical Neuroscience

Karen S Ambrosen

Fanny Fredriksson

Simon Anhøj

Nikolaj Bak

Edwin Van Dellen

...

2023/12

Automatic proficiency scoring for early-stage writing

Computers and Education: Artificial Intelligence

Michael Riis Andersen

Kristine Kabel

Jesper Bremholm

Jeppe Bundsgaard

Lars Kai Hansen

2023/1/1

Masked Autoencoders with Multi-Window Attention Are Better Audio Learners

arXiv preprint arXiv:2306.00561

Sarthak Yadav

Sergios Theodoridis

Lars Kai Hansen

Zheng-Hua Tan

2023/6/1

Robustness of visual explanations to common data augmentation methods

Lenka Tětková

Lars Kai Hansen

2023

Concept-Based Explainability for an EEG Transformer Model

Anders Gjølbye Madsen

William Theodor Lehn-Schiøler

Áshildur Jónsdóttir

Bergdís Arnardóttir

Lars Kai Hansen

2023/9/17

Modulation transfer functions for audiovisual speech

PLOS Computational Biology

Nicolai F Pedersen

Torsten Dau

Lars Kai Hansen

Jens Hjortkjær

2022/7/19

Noise-assisted variational quantum thermalization

Scientific reports

Jonathan Foldager

Arthur Pesah

Lars Kai Hansen

2022/3/9

Data analytics for fog computing

Jia Qian

2022

Uncovering Cortical Units of Processing from Multi-Layered Connectomes

Frontiers in Neuroscience

Kristoffer Jon Albers

Matthew G Liptrot

Karen Sandø Ambrosen

Rasmus Røge

Tue Herlau

...

2022/3/10

Topic model robustness to automatic speech recognition errors in podcast transcripts

arXiv preprint arXiv:2109.12306

Raluca Alexandra Fetic

Mikkel Jordahn

Lucas Chaves Lima

Rasmus Arpe Fogh Egebæk

Martin Carsten Nielsen

...

2021/9/25

Generalization by design: Shortcuts to Generalization in Deep Learning

arXiv preprint arXiv:2107.02253

Petr Taborsky

Lars Kai Hansen

2021/7/5

Real-time decoding of attentional states using closed-loop EEG neurofeedback

Neural Computation

Greta Tuckute

Sofie Therese Hansen

Troels Wesenberg Kjaer

Lars Kai Hansen

2021/3/26

Social Engagement at Scale

Damian Konrad Kowalczyk

2021

Spontaneous Symmetry Breaking in Data Visualization

Cilie W Feldager

Søren Hauberg

Lars Kai Hansen

2021

See List of Professors in Lars Kai Hansen University(Danmarks Tekniske Universitet)

Co-Authors

H-index: 65
Ole Winther

Ole Winther

Københavns Universitet

H-index: 60
Peter Salamon

Peter Salamon

San Diego State University

H-index: 47
Jan Larsen

Jan Larsen

Danmarks Tekniske Universitet

H-index: 35
Finn Årup Nielsen

Finn Årup Nielsen

Danmarks Tekniske Universitet

H-index: 31
Morten Mørup

Morten Mørup

Danmarks Tekniske Universitet

H-index: 19
Jakob Eg Larsen

Jakob Eg Larsen

Danmarks Tekniske Universitet

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