Research output per year
Research output per year
Personal profile
Short presentation
My research focus is statistical modelling and machine learning and statistical evaluation of machine learning and AI. I have special interests in low resource domains, explainable and fair modelling within health and life science applications.
External positions
Co-founder, CSO, Interhuman AI
Keywords
- Faculty of Science
- Statistical learning
- Computational statistics
- Machine learning
- machine learning fairness
- Low resource modeling
- Statistical evaluation
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Comparing gene-gene co-expression network approaches for the analysis of cell differentiation and specification on scRNAseq data
Pavel, A., Grønberg, M. G. & Clemmensen, L. H., 2025, In: Computational and Structural Biotechnology Journal. 27, p. 2747-2756 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Computationally derived parent-child interaction patterns and oxytocin in children with and without OCD
Mora-Jensen, A. R. C., Thoustrup, C. L., Lebowitz, E. R., Hagstrøm, J., Pretzmann, L., Korsbjerg, N. L. J., Thorsen, E. D., Uhre, V. F., Christensen, S. H., Uhre, C., Ritter, M., Plessen, K. J., Pagsberg, A. K., Clemmensen, L. K. H. & Lønfeldt, N. N., 2025, In: Journal of Anxiety Disorders. 111, 9 p., 102996.Research output: Contribution to journal › Journal article › Research › peer-review
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Exploring crop health and its associations with fungal soil microbiome composition using machine learning applied to remote sensing data
Sørensen, M. B., Faurdal, D., Schiesaro, G., Jensen, E. D., Jensen, M. K. & Clemmensen, L. K. H., 2025, In: Communications Earth and Environment. 6, 1, 14 p., 355.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Beyond Accuracy: Fairness, Scalability, and Uncertainty Considerations in Facial Emotion Recognition
Fromberg, L., Nielsen, T., Frumosu, F. D. & Clemmensen, L. K. H., 2024, In: Proceedings of Machine Learning Research. 233, 8 p.Research output: Contribution to journal › Conference article › Research › peer-review
Open AccessFile1 Citation (Scopus)21 Downloads (Pure) -
Brain stimulation with 40 Hz heterochromatic flicker extended beyond red, green, and blue
Henney, M. A., Carstensen, M., Thorning-Schmidt, M., Kubińska, M., Grønberg, M. G., Nguyen, M., Madsen, K. H., Clemmensen, L. K. H. & Petersen, P. M., Dec 2024, In: Scientific Reports. 14, 1, 2147.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access5 Citations (Scopus) -
Evaluation of Large Language Models: STEM education and Gender Stereotypes
Due, S., Das, S., Andersen, M., López, B. P., Nexø, S. A. & Clemmensen, L., 2024, 17 p.Research output: Working paper › Preprint
Open AccessFile8 Downloads (Pure) -
Fair Soft Clustering
Kjærsgaard, R. D., Parviainen, P., Saurabh, S., Kundu, M. & Clemmensen, L. K. H., 2024, In: Proceedings of Machine Learning Research. 238, p. 1270-1278 9 p.Research output: Contribution to journal › Conference article › Research › peer-review
Open Access1 Citation (Scopus) -
Pantypes: Diverse Representatives for Self-Explainable Models
Kjærsgaard, R., Boubekki, A. & Clemmensen, L., 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 12, p. 13230-13237 8 p.Research output: Contribution to journal › Conference article › Research › peer-review
File14 Downloads (Pure)