Lars Kai Hansen
Orcid: 0000-0003-0442-5877Affiliations:
- Technical University of Denmark, Department of Applied Mathematics and Computer Science
According to our database1,
Lars Kai Hansen
authored at least 227 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Proceedings of the Northern Lights Deep Learning Conference, 2024
2023
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
2021
Neural Comput., 2021
Topic Model Robustness to Automatic Speech Recognition Errors in Podcast Transcripts.
CoRR, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
On the Limits to Multi-modal Popularity Prediction on Instagram: A New Robust, Efficient and Explainable Baseline.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
2020
CoRR, 2020
The Complexity of Social Media Response: Statistical Evidence for One-dimensional Engagement Signal in Twitter.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020
2019
Proceedings of the Explainable AI: Interpreting, 2019
CoRR, 2019
Comput. Intell. Neurosci., 2019
Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition.
Comput. Intell. Neurosci., 2019
Proceedings of the 15th Conference on Natural Language Processing, 2019
Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 6th IEEE International Conference on Cyber Security and Cloud Computing, 2019
2018
The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails.
Proc. IEEE, 2018
Proceedings of the ECML PKDD 2018 Workshops, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Inferring Visual Semantic Similarity with Deep Learning and Wikidata: Introducing <i>imagesim-353*</i>.
Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
NeuroImage, 2017
J. Mach. Learn. Res., 2017
Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2017
Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
2016
Measuring engagement in a classroom: Synchronised neural recordings during a video presentation.
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains.
NeuroImage, 2014
Non-parametric Bayesian graph models reveal community structure in resting state fMRI.
NeuroImage, 2014
A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem.
EURASIP J. Adv. Signal Process., 2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014
2013
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods.
IEEE Signal Process. Mag., 2013
Pattern Recognit. Lett., 2013
Dimensionality reduction for click-through rate prediction: Dense versus sparse representation.
CoRR, 2013
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
A hierarchical Bayesian M/EEG imagingmethod correcting for incomplete spatio-temporal priors.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Mobile real-time EEG imaging Bayesian inference with sparse, temporally smooth source priors.
Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013
2012
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Model sparsity and brain pattern interpretation of classification models in neuroimaging.
Pattern Recognit., 2012
Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation.
NeuroImage, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
An evaluation of EEG scanner's dependence on the imaging technique, forward model computation method, and array dimensionality.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
Visualization of Nonlinear Classification Models in Neuroimaging - Signed Sensitivity Maps.
Proceedings of the BIOSIGNALS 2012, 2012
2011
Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach.
J. Signal Process. Syst., 2011
Regularized Pre-image Estimation for Kernel PCA De-noising - Input Space Regularization and Sparse Reconstruction.
J. Signal Process. Syst., 2011
Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI.
Pattern Recognit. Lett., 2011
NeuroImage, 2011
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis.
J. Mach. Learn. Res., 2011
Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
A randomized heuristic for kernel parameter selection with large-scale multi-class data.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty Years.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
What to measure next to improve decision making? On top-down task driven feature saliency.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011
Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources.
Proceedings of the Affective Computing and Intelligent Interaction, 2011
2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Improving Query Correctness Using Centralized Probably Approximately Correct (PAC) Search.
Proceedings of the Advances in Information Retrieval, 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the Advances in Information Retrieval Theory, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
BredeQuery: Coordinate-Based Meta-analytic Search of Neuroscientific Literature from the SPM Environment.
Proceedings of the Biomedical Engineering Systems and Technologies, 2009
Coordinate-based Meta-analytic search for the SPM Neuroimaging Pipeline - The BredeQuery Plugin for SPM5.
Proceedings of the Second International Conference on Health Informatics, 2009
Unified ICA-SPM Analysis of fMRI Experiments - Implementation of an ICA Graphical user Interface for the SPM Pipeline.
Proceedings of the BIOSIGNALS 2009, 2009
2008
Use and Subtleties of Saddlepoint Approximation for Minimum Mean-Square Error Estimation.
IEEE Trans. Inf. Theory, 2008
NeuroImage, 2008
IEEE J. Sel. Top. Signal Process., 2008
Neurocomputing, 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the Mobile Multimedia Processing: Fundamentals, 2008
Proceedings of the Computer Music Modeling and Retrieval. Genesis of Meaning in Sound and Music, 2008
Model Order Estimation for Independent Component Analysis of Epoched EEG Signals.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2007
Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Speech Audio Process., 2007
Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG.
Neural Comput., 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG.
NeuroImage, 2006
Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm.
Bioinform., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
A Genre Classification Plug-in for Data Collection.
Proceedings of the ISMIR 2006, 2006
Optimal filtering of dynamics in short-time features for music organization.
Proceedings of the ISMIR 2006, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
NeuroImage, 2005
Neural Comput., 2005
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
2004
IEEE Trans. Biomed. Eng., 2004
Mining for associations between text and brain activation in a functional neuroimaging database.
Neuroinformatics, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Machine Learning for Multimodal Interaction, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Semi-blind source separation using head-related transfer functions [speech signal separation].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2003
The Evaluation of Preprocessing Choices in Single-Subject BOLD fMRI Using NPAIRS Performance Metrics.
NeuroImage, 2003
2002
The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS Data Analysis Framework.
NeuroImage, 2002
The Quantitative Evaluation of Functional Neuroimaging Experiments: Mutual Information Learning Curves.
NeuroImage, 2002
J. Math. Imaging Vis., 2002
Neurocomputing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
IEEE Trans. Medical Imaging, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Enhancing the Multivariate Signal of [15O] water PET Studies with a New Non-Linear Neuroanatomical Registration Algorithm.
IEEE Trans. Medical Imaging, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Quantitative Analysis of Ultrasound B-mode images of Carotid Atherosclerotic Plaque: Correlation with Visual Classification and Histological Examination.
IEEE Trans. Medical Imaging, 1998
Neural classifier construction using regularization, pruning and test error estimation.
Neural Networks, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Int. J. Neural Syst., 1997
Nonlinear versus Linear Models in Functional Neuroimaging: Learning Curves and Generalization Crossover.
Proceedings of the Information Processing in Medical Imaging, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the Workshop on New Paradigms in Information Visualization and Manipulation, 1997
1996
Proceedings of the Neural Networks: Tricks of the Trade, 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1994
Book Review: "Time Series Prediction: Forecasting the Future and Understanding the Past", Eds. Andreas S. Weigend and Neil A. Gershenfeld.
Int. J. Neural Syst., 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
Neural Networks, 1993
On the Robustness of Maximum Entropy Relationships for Complexity Distributions of Nucleotide Sequences.
Comput. Chem., 1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1990