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Hendrick, M.; Techel, F.; Volpi, M.; Olevski, T.; Pérez-Guillén, C.; van Herwijnen, A.; Schweizer, J."Automated prediction of wet-snow avalanche activity in the Swiss Alps"Journal of Glaciology1-142023View publication
Journal Article
Paitz, Patrick; Chmiel, Ma\lgorzata; Husmann, Lena; Volpi, Michele; Kamper, Francois; Walter, Fabian"Towards an unsupervised generic seismic detector for hazardous mass-movements: a data-driven approach"2023View publication
Conference Paper
Paitz, Patrick; Chmiel, Ma\lgorzata; Husmann, Lena; Volpi, Michele; Kamper, Francois; Walter, Fabian"Generic seismic mass-movement detection leveraging unsupervised statistical learning methods"IUGG23-07422023View publication
Conference Paper
IUGG23-0742
Pérez-Guillén, C.; Techel, F.; Hendrick, M.; Volpi, M.; van Herwijnen, A.; Olevski, T.; Obozinski, G.; Pérez-Cruz, F.; Schweizer, J."Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland"Natural Hazards and Earth System Sciences222031–20562022View publication
Journal Article
22
Hartmann, M. C.; Schott, M.; Dsouza, A.; Metz, Y.; Volpi, M.; Purves, R. S."A text and image analysis workflow using citizen science data to extract relevant social media records: Combining red kite observations from Flickr, eBird and iNaturalist"Ecological Informatics711017822022View publication
Journal Article
71
Stalder, S.; Perraudin, N.; Achanta, R.; Perez-Cruz, F.; Volpi, M."What You See is What You Classify: Black Box Attributions"Neural Information Processing Systems (NeurIPS)2022View publication
Conference Paper
Hendrick, M.; Techel, F.; Volpi, M.; Olevski, T.; Pérez-Guillén, C.; van Herwijnen, A.; Schweizer, J."Automated prediction of wet-snow avalanche activity in Switzerland"EGU General Assembly Conference AbstractsEGU22-74032022View publication
Conference Paper
Li, D.; Gajardo, J.; Volpi, M.; Defraeye, T."Using Machine Learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan Region"Remote Sensing Applications: Society and Environment (in review)2022View publication
Journal Article
Krymova, Ekaterina; Obozinski, Guillaume; Schenk, Michael; Coyle, Loic Thomas; Pieloni, Tatiana"Data-driven modeling of beam loss in the LHC"2022View publication
Dataset
Krymova, Ekaterina; Obozinski, Guillaume; Schenk, Michael; Coyle, Loic; Pieloni, Tatiana"Data-driven modeling of beam loss in the LHC"2022View publication
Preprint
Raynal, Louis; Chen, Sixing; Mira, Antonietta; Onnela, Jukka-Pekka"Scalable Approximate Bayesian Computation for Growing Network Models via Extrapolated and Sampled Summaries"Bayesian Analysis1712022View publication
Journal Article
17
Albert, Carlo; Ulzega, Simone; Ozdemir, Firat; Perez-Cruz, Fernando; Mira, Antonietta"Learning Summary Statistics for Bayesian Inference with Autoencoders"SciPost Physics Core53432022View publication
Journal Article
5
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