• Matematiktorvet, 303 B

    DK-2800 Kgs. Lyngby

    Denmark

Research Output 2011 2020

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Article in proceedings
2019
11 Downloads (Pure)

A Bayesian Generative Model With Gaussian Process Priors For Thermomechanical Analysis Of Micro-Resonators

Vording, M. F., Okeyo, P. O., Rubio Guillamón, J. J., Schmidt, M. N., Larsen, P. E. & Alstrøm, T. S., 2019, (Accepted/In press) Proceedings of 2019 IEEE International Workshop on Machine Learning for Signal Processing. IEEE, 6 p.

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Open Access
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Accurate anatomical head segmentations: a data set for biomedical simulations

Farcito, S., Puonti, O., Montanaro, H., Saturnino, G. B., Nielsen, J. D., Madsen, C. G., Siebner, H. R., Neufeld, E., Kuster, N., Lloyd, B. A. & Thielscher, A., 2019, Proceedings of 39th Annual International Conference of the Ieee Engineering in Medicine and Biology Society. p. 6118-6123 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

A differential privacy workflow for inference of parameters in the rasch model

Steiner, T. A., Nyrnberg, D. E. & Hansen, L. K., 1 Jan 2019, Proceedings of ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018. Monreale, A. & Alzate, C. (eds.). Springer, p. 113-124 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11054 LNAI).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Analysis of Chromatographic Data using the Probabilistic PARAFAC2

Jørgensen, P. J. H., Nielsen, S. F. V., Hinrich, J. L., Schmidt, M. N., Madsen, K. H. & Mørup, M., 2019, Proceedings of Second Workshop on Machine Learning and the Physical Sciences. 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

5 Downloads (Pure)

Bayesian Leave-One-Out Cross-Validation for Large Data

Andersen, M. R., Magnusson, M., Jonasson, J. & Vehtari, A., 2019, Proceedings of the 36th International Conference on Machine Learning. 10 p.

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Open Access
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6 Downloads (Pure)

Biometric Healthcare Research Platform: preliminary results using wearable sensors for multi-modal monitoring in epilepsy

Zibrandtsen, I. C., Masulli, P., Jeuris, S. T., Andersen, T. & Kjaer, T. W., 2019, Second International Congress on Mobile Health Devices and Seizure Detection in Epilepsy - Book of abstracts. p. 60-60

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Open Access
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7 Downloads (Pure)

Different spirals of sameness: A study of content sharing in mainstream and alternative media

Horne, B. D., Nørregaard, J. & Adalı, S., 1 Jan 2019, Proceedings of the Thirteenth International AAAI Conference on Web and Social Media. p. 257-266

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Distributed Active Learning Strategies on Edge Computing

Qian, J., Gochhayat, S. P. & Hansen, L. K., 1 Jun 2019, Proceedings of 6th IEEE International Conference on Cyber Security and Cloud Computing and 5th IEEE International Conference on Edge Computing and Scalable Cloud. Qiu, M. (ed.). IEEE, p. 221-226 8854053

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

1 Downloads (Pure)

End-to-End Probabilistic Inference for Nonstationary Audio Analysis

Wilkinson, W. J., Andersen, M. R., Reiss, J. D., Stowell, D. & Solin, A., 2019, Proceedings of the 36th International Conference on Machine Learning. 10 p.

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Open Access
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1 Downloads (Pure)

Explicit Disentanglement of Appearance and Perspective in Generative Models

Detlefsen, N. S. & Hauberg, S., 2019, Proceedings of 33rd Conference on Neural Information Processing Systems. 19 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Fast and Robust Shortest Paths on Manifolds Learned from Data

Arvanitidis, G., Hauberg, S., Hennig, P. & Schober, M., 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics. 10 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data

Mohebbi, A., Tarp, J. M., Jensen, M. L., Puthusserypady, S., Hachmann-Nielsen, E., Bengtsson, H. & Mørup, M., 2019, Proceedings of 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 7185-7188

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

3 Downloads (Pure)

Initial topology in hierarchically organized evolvable neural network determines the emergence of synfire chains

Masulli, P. & Villa, A. E. P., 2019, Proceedings of 7th International Congress on Cognitive Neurodynamics. p. 23-23 1 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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33 Downloads (Pure)

Insights into the behaviour of multi-task deep neural networks for medical image segmentation.

Bienias, L. T., Rubio Guillamón, J. J., Nielsen, L. H. & Alstrøm, T. S., 2019, Proceedings of 2019 IEEE International Workshop on Machine Learning for Signal Processing.. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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12 Downloads (Pure)

Learning to Plan from Raw Data in Grid-based Games

Dittadi, A., Bolander, T. & Winther, O., 2019, Proceedings of 4th Global Conference on Artificial Intelligence. p. 54–67 (EPiC Series in Computing, Vol. 55).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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38 Downloads (Pure)

Measuring Arithmetic Extrapolation Performance

Johansen, A. R. & Madsen, A., 2019, Science meets Engineering of Deep Learning at 33rd Conference on Neural Information Processing Systems. 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

File
9 Downloads (Pure)

NELA-GT-2018: A large multi-labelled news dataset for the study of misinformation in news articles

Nørregaard, J., Horne, B. D. & Adalı, S., 2019, Proceedings of the Thirteenth International AAAI Conference on Web and Social Media. Association for the Advancement of Artificial Intelligence, p. 630-638

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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4 Downloads (Pure)

Ordia: A Web Application for Wikidata Lexemes

Nielsen, F. Å., 1 Jan 2019, The Semantic Web: ESWC 2019 Satellite Events - ESWC 2019 Satellite Events, Revised Selected Papers. Hitzler, P., Kirrane, S., Hartig, O., de Boer, V., Schlobach, S., Vidal, M-E., Maleshkova, M., Hammar, K., Lasierra, N., Stadtmüller, S., Hose, K. & Verborgh, R. (eds.). Springer, p. 141-146 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11762 LNCS).

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Open Access
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Peak Detection and Baseline Correction Using a Convolutional Neural Network

Schmidt, M. N., Alstrom, T. S., Svendstorp, M. & Larsen, J., 1 May 2019, Proceedings of 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 . IEEE, p. 2757-2761 8682311

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

1 Downloads (Pure)

Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!

Ipsen, N. B. & Hansen, L. K., 2019, Proceedings of Machine Learning Research. Vol. 97. p. 2951-2960

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models

Mallasto, A., Hauberg, S. & Feragen, A., 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (. 12 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Probabilistic Tensor Train Decomposition

Hinrich, J. L. & Mørup, M., 2019, Proceedings of 2019 27th European Signal Processing Conference. IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Reliable training and estimation of variance networks

Detlefsen, N. S., Jørgensen, M. & Hauberg, S., 2019, Proceedings of 33rd Conference on Neural Information Processing Systems. 19 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

File
203 Downloads (Pure)

Scalable Privacy-Compliant Virality Prediction on Twitter

Kowalczyk, D. & Larsen, J., 2019, Proceedings of AffCon 2019. CEUR-WS, p. 12-27 (CEUR Workshop Proceedings, Vol. 2328).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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88 Downloads (Pure)

Towards a software architecture for neurophysiological experiments

Ioannou, C., Kindler, E., Bækgaard, P., Saqid, S. & Weber, B., 2019, Proceedings of the NeuroIS Retreat 2019. 8 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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2018
1 Downloads (Pure)

Active Self-Tracking and Visualization of Subjective Experience using VAS and Time Spirals on a Smartwatch

Suciu, A. C. & Larsen, J. E., 2018, MobileVis ’18 Workshop at CHI 2018. 7 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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688 Downloads (Pure)

A Fitts' law study of click and dwell interaction by gaze, head and mouse with a head-mounted display

Hansen, J. P., Rajanna, V., MacKenzie, I. S. & Bækgaard, P., 2018, Proceedings of the Workshop on Communication by Gaze Interaction . Association for Computing Machinery, p. 1-5 Article No. 7

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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28 Downloads (Pure)

Bayesian structure learning for dynamic brain connectivity

Andersen, M. R., Winther, O., Hansen, L. K., Poldrack, R. & Koyejo, O., 1 Jan 2018, Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics. Vol. 84. p. 1436-1446

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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54 Downloads (Pure)

Data-driven hearing care with time-stamped data-logging

Pontoppidan, N. H., Li, X., Bramsløw, L., Johansen, B., Nielsen, C., Hafez, A. & Petersen, M. K., 2018, Proceedings of the International Symposium on Auditory and Audiological Research. The Danavox Jubilee Foundation, Vol. 6. 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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Data-driven smart bike-sharing system by implementing machine learning algorithms

Qian, J., Pianura, L. & Comin, M., 24 Dec 2018, Proceedings of 6th International Conference on Enterprise Systems, ES 2018. IEEE, p. 50-55 8588257

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

7 Downloads (Pure)

Deep Diffeomorphic Transformer Networks

Detlefsen, N. S., Freifeld, O. & Hauberg, S., 2018, Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE, p. 4403-4412 10 p. (I E E E Conference on Computer Vision and Pattern Recognition. Proceedings).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

File
4 Downloads (Pure)

Directional Statistics with the Spherical Normal Distribution

Hauberg, S., 5 Sep 2018, Proceedings of 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE, p. 704-711

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Emergence of leader-follower hierarchy among players in an on-line experiment

Toth, B. J., Palla, G., Mones, E., Havadi, G., Pall, N., Pollner, P. & Vicsek, T., 24 Oct 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). IEEE, p. 1184-1190 8508278

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy

Nielsen, S. F. V., Levin-Schwartz, Y., Vidaurre, D., Adali, T., Calhoun, V. D., Madsen, K. H., Hansen, L. K. & Mørup, M., 2018, Proceedings of 2018 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, p. 2566-2570

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Generative Temporal Models with Spatial Memory for Partially Observed Environments

Fraccaro, M., Rezende, D. J., Yori, Z., Pritzel, A., Eslami, S. M. A. & Fabio, V., 1 Jan 2018, Proceedings of 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 2518-2527 (35th International Conference on Machine Learning, ICML 2018, Vol. 4).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

139 Downloads (Pure)

Inferring User Intents from Motion in Hearing Healthcare

Johansen, B., Korzepa, M. J., Petersen, M. K., Pontoppidan, N. H. & Larsen, J. E., 2018, Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers. Association for Computing Machinery, p. 670-675

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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18 Downloads (Pure)

Latent space oddity: On the curvature of deep generative models

Arvanitidis, G., Hansen, L. K. & Hauberg, S., 1 Jan 2018, Proceedings of International Conference on Learning Representations. 15 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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70 Downloads (Pure)

Learning preferences and soundscapes for augmented hearing

Korzepa, M. J., Johansen, B., Petersen, M. K., Larsen, J., Larsen, J. E. & Pontoppidan, N. H., 2018, Proceedings of Intelligent User Interfaces. Association for Computing Machinery, 7 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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Modeling user intents as context in smartphone-connected hearing AIDS

Korzepa, M. J., Johansen, B., Petersen, M. K., Larsen, J., Larsen, J. E. & Pontoppidan, N. H., 2018, Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, p. 151-155

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Personalized versus generic mood prediction models in bipolar disorder

Constantinides, M., Busk, J., Matic, A., Faurholt-Jepsen, M., Kessing, L. V. & Bardram, J. E., 8 Oct 2018, Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 1700-1707

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Probabilistic sparse non-negative matrix factorization

Hinrich, J. L. & Mørup, M., 2018, Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings. Y. D., S. G., R. M., M. D. P. & D. W. (eds.). p. 488-498 11 p. (Lecture Notes in Computer Science, Vol. 10891).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Recurrent Relational Networks

Palm, R. B., Paquet, U. & Winther, O., 2018, 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada. Vol. 31. 11 p. (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Semi-Supervised Sleep-Stage Scoring Based on Single Channel EEG

Munk, A. M., Olesen, K. V., Gangstad, S. W. & Hansen, L. K., 2018, Proceedings of 2018 IEEE International Conference on Acoustics, Speech and Signal Processing . IEEE, p. 2551-2555

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

16 Downloads (Pure)

Skull segmentation from MR scans using a higher-order shape model based on convolutional restricted Boltzmann machines

Puonti, O., Van Leemput, K., Nielsen, J. D., Bauer, C., Siebner, H. R., Madsen, K. H. & Thielscher, A., 2018, Medical Imaging 2018: Image Processing. E. D. A. & B. A. L. (eds.). SPIE - International Society for Optical Engineering, Vol. 10574. 8 p. (Proceedings of SPIE, the International Society for Optical Engineering).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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Testing a Model of Destination Image Formation: Application of Nonparametric Bayesian Relational Modeling to Destination Image Analysis

Glückstad, F. K., Schmidt, M. N. & Mørup, M., 2018, 2018 Global Marketing Conference at Tokyo Proceedings. Choi, J. (ed.). Global Alliance of Marketing and Management Associations, Vol. 2018. p. 63-64 2 p. (Global Fashion Management Conference).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Testing group differences in state transition structure of dynamic functional connectivity models

Nielsen, S. F. V., Vidaurre, D., Madsen, K. H., Schmidt, M. N. & Mørup, M., 2018, Proceedings of 2018 International Workshop on Pattern Recognition in Neuroimaging. IEEE, p. 1-4

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

1 Downloads (Pure)

Understanding Mindsets Across Markets, Internationally: A Public-private Innovation Project for Developing a Tourist Data Analytic Platform

Albers, K. J., Schmidt, M. N., Litong-Palima, M., Mørup, M., Bonnevie, R. & Kano Glückstad, F., 2018, Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC). S. R., S. I. A., C. D., T. C., W. C., M. N., E. T., S. C., C-H. L., H. T., J-J. Y., T. A., Z. Z. & K. H. (eds.). IEEE, p. 159-164 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

3 Downloads (Pure)

Variational bayesian partially observed non-negative tensor factorization

Hinrich, J. L., Nielsen, S. F. V., Madsen, K. H. & Mørup, M., 2018, Proceedings of 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing. IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

2017
136 Downloads (Pure)

Active Self-Tracking of Subjective Experience with a One-Button Wearable: A Case Study in Military PTSD

Larsen, J. E., Eskelund, K. & Christiansen, T. B., 2017, Proceedings of the 2nd Computing and Mental Health workshop at ACM CHI 2017.. 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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Adaptive Smoothing in fMRI Data Processing Neural Networks

Vilamala, A., Madsen, K. H. & Hansen, L. K., 2017, Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging. IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review