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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
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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
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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
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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
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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
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Haefeli, K. K.; Martinkus, K.; Perraudin, N.; Wattenhofer, R. "Diffusion Models for Graphs Benefit From Discrete State Spaces" The First Learning on Graphs Conference 2022 View publication
Conference Paper
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Chaudhary, P.; Leitão, J. P.; Donauer, T.; D’Aronco, S.; Perraudin, N.; Obozinski, G.; Perez-Cruz, F.; Schindler, K.; Wegner, J. D.; Russo, S. "Flood Uncertainty Estimation Using Deep Ensembles" Water 14 19 2980 2022 View publication
Journal Article
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Teurtrie, A.; Perraudin, N.; Holvoet, T.; Chen, H.; Alexander, D. T. L.; Obozinski, G.; Hébert, C. "Physics-Guided Machine Learning for the Analysis of Low SNR STEM-EDXS Data" Microscopy and Microanalysis 28 S1 2978-2979 2022 View publication
Journal Article
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Martinkus, K.; Loukas, A.; Perraudin, N.; Wattenhofer, R. "SPECTRE : Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators" International Conference on Machine Learning 2022 View publication
Conference Paper
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Cramer, E. Y.; Huang, Y.; Wang, Y.; Ray, E. L.; Cornell, M.; Bracher, J.; Brennen, A.; Rivadeneira, A. J. C.; Gerding, A.; House, K.; et al. "The United States COVID-19 Forecast Hub dataset" Scientific Data 9 1 462 2022 View publication
Journal Article
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Descombes, P.; Chauvier, Y.; Brun, P.; Righetti, D.; Wüest, R. O.; Karger, D. N.; Zurell, D.; Zimmermann, N. E. "Strategies for sampling pseudo-absences for species distribution models in complex mountainous terrain" Preprint 2022 View publication
Preprint
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Klimovskaia, A.; Lafci, B.; Ozdemir, F.; Davoudi, N.; Dean-Ben, X. L.; Perez-Cruz, F.; Razansky, D. "Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data" Medical Imaging with Deep Learning 2022 View publication
Conference Paper
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