Publications

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Patel, N.; Salamanca, L.; Barba, L. "Bridging the Gap: Addressing Discrepancies in Diffusion Model Training for Classifier-Free Guidance" Preprint 2023 View publication
Preprint
Dedoncker, S.; Donner, C.; Taenzer, L.; Van Damme, B. "Optimization of Resonant Absorbers for Passive Vibration Control: A Numerical Approach and Its Experimental Validation" SSRN Electronic Journal 2022 View publication
Journal Article
Wu, J.; D’Ambrosi, S.; Ammann, L.; Stadnicka-Michalak, J.; Schirmer, K.; Baity-Jesi, M. "Predicting chemical hazard across taxa through machine learning" Environment International 163 107184 2022 View publication
Journal Article
Hu, Y.; Lafci, B.; Luzgin, A.; Wang, H.; Klohs, J.; Dean-Ben, X. L.; Ni, R.; Razansky, D.; Ren, W. "Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging" Biomedical Optics Express 13 9 4817 2022 View publication
Journal Article
Lafci, B.; Robin, J.; Dean-Ben, X. L.; Razansky, D. "Expediting Image Acquisition in Reflection Ultrasound Computed Tomography" IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 69 10 2837-2848 2022 View publication
Journal Article
Kirschner, J.; Mutný, M.; Krause, A.; Portugal, J. C. d.; Hiller, N.; Snuverink, J. "Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization" Preprint 2022 View publication
Preprint
Martinez-De La Torre, A.; Perez-Cruz, F.; Weiler, S.; Burden, A. M. "Comorbidity clusters associated with newly treated type 2 diabetes mellitus: a Bayesian nonparametric analysis" Scientific Reports 12 1 20653 2022 View publication
Journal Article
Zhang, M. M.; Williamson, S. A.; Pérez-Cruz, F. "Accelerated parallel non-conjugate sampling for Bayesian non-parametric models" Statistics and Computing 32 3 50 2022 View publication
Journal Article
De Fondeville, R.; Davison, A. C. "Functional Peaks-Over-Threshold Analysis" Journal of the Royal Statistical Society Series B: Statistical Methodology 84 4 1392-1422 2022 View publication
Journal Article
Harris, E.; Yu, L.; Wang, Y.; Mohn, J.; Henne, S.; Bai, E.; Barthel, M.; Bauters, M.; Boeckx, P.; Dorich, C.; et al. "Warming and redistribution of nitrogen inputs drive an increase in terrestrial nitrous oxide emission factor" Nature Communications 13 1 4310 2022 View publication
Journal Article
Molkenthin, C.; Donner, C.; Reich, S.; Zöller, G.; Hainzl, S.; Holschneider, M.; Opper, M. "GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model" Statistics and Computing 32 2 29 2022 View publication
Journal Article
Dedoncker, S.; Donner, C.; Taenzer, L.; Van Damme, B. "Optimization of Resonant Absorbers for Passive Vibration Control: A Numerical Approach and Its Experimental Validation" SSRN Electronic Journal 2022 View publication
Journal Article
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