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Hong, Y.; Xin, Y.; Dirmeier, S.; Perez-Cruz, F.; Raubal, M. "A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks" Transportation Research Interdisciplinary Perspectives 31 101398 2025 View publication
Journal Article
Dirmeier, S.; Mira, A. "Causal Posterior Estimation" Preprint 2025 View publication
Preprint
Albert, C.; Ulzega, S.; Dirmeier, S.; Scheidegger, A.; Bassi, A.; Mira, A. "Simulated Annealing ABC with multiple summary statistics" Preprint 2025 View publication
Preprint
Duchemin, Quentin; Obozinski, "Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts" Preprint 2025 View publication
Preprint
Duchemin, Q.; Zanoni, M. G.; Floriancic, M. G.; Seybold, H.; Obozinski, G.; Kirchner, J.; Benettin, P. "Data-Driven Estimation of the hydrologic response via Generalized Additive Models" Preprint 2025 View publication
Preprint
Bakhteev, O.; Salamanca, L.; Brandenberger, L.; Schlosser, S. "embed2discover: the NLP Tool for Human-In-The-Loop, Dictionary-Based Content Analysis" Swiss Text Analytics Conference 2025 View publication
Conference Paper
Kraft, B.; Stalder, S.; Aeberhard, W. H.; Harrington Ruiz, N.; Meinshausen, N.; Shen, X.; Gudmundsson, L. "Modeling uncertainty with engression: a deep generative time-series approach" Submitted to Geophysical Research Letters 2025 View publication
Journal Article
Büttner, N.; Stalder, S.; Volpi, M.; Suel, E.; Harttgen, K. "Large-scale slum mapping in sub-Saharan Africa's major cities: Remote sensing and deep learning reveal strong slum growth in the urban periphery between 2016 and 2022" Habitat International 161 2025 View publication
Journal Article
Kirschner, J.; Krause, A.; Meziu, M.; Mutny, M. "Confidence Estimation via Sequential Likelihood Mixing" arXiv preprint arXiv:2502.14689 2025 View publication
Journal Article
Barba, L.; Kirschner, J.; Aidukas, T.; Guizar-Sicairos, M.; Béjar, B. "Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography" Preprint 2025 View publication
Preprint
Pérez-Guillén, C.; Techel, F.; Volpi, M.; Van Herwijnen, A. "Assessing the performance and explainability of an avalanche danger forecast model" Natural Hazards and Earth System Sciences 25 4 1331-1351 2025 View publication
Journal Article
Dasser, G.; Maissen, A.; Aaron, J.; Manconi, A. "Improving the Understanding of Alpine Mass Movements by leveraging AI on Spaceborne InSAR Data" EGU General Assembly 2025 View publication
Conference Paper
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