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Wang, R.; Ziegler, M.; Volpi, M.; Manconi, A. "Advanced identification of geological discontinuities with deep learning" Applied Computing and Geosciences 100256 2025 View publication
Journal Article
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Upadhyay, A.; Jiang, J.; Cheng, Y.; Vasilakos, P.; Chen, Y.; Trejo Banos, D.; Flückiger, B.; Manousakas, M. I.; Prévôt, A. S.; Modini, R. L.; et al. "High-resolution modelling of particulate matter chemical composition over Europe: brake wear pollution" Environment International 202 109615 2025 View publication
Journal Article
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Sanchez, T.; Stalder, S.; Lamperti, L.; Brosse, S.; Frossard, A.; Leugger, F.; Rozanski, R.; Zong, S.; Manel, S.; Medici, L.; et al. "<span style="font-variant:small-caps;">ORDNA</span> : Deep‐learning‐based ordination for raw environmental <span style="font-variant:small-caps;">DNA</span> samples" Methods in Ecology and Evolution 2041-210X.70033 2025 View publication
Journal Article
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Dirmeier, S.; Albert, C.; Perez-Cruz, F. "Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation" Proceedings of the 41st Conference on Uncertainty in Artificial Intelligence 2025 View publication
Conference Paper
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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
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Dirmeier, S.; Mira, A. "Causal Posterior Estimation" Preprint 2025 View publication
Preprint
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Albert, C.; Ulzega, S.; Dirmeier, S.; Scheidegger, A.; Bassi, A.; Mira, A. "Simulated Annealing ABC with multiple summary statistics" Preprint 2025 View publication
Preprint
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Duchemin, Q.; Obozinski, G. "Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts" Preprint 2025 View publication
Preprint
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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" 18 8663--8678 2025 View publication
Journal Article
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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
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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
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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
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