Publications

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Albert, C.; Ulzega, S.; Ozdemir, F.; Perez-Cruz, F.; Mira, A."Learning Summary Statistics for Bayesian Inference with Autoencoders"53.0043View publication
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Schenk, M.; Coyle, L.; Giovannozzi, M.; Krymova, E.; Mereghetti, A.; Obozinski, G.; Pieloni, T."Modeling Particle Stability Plots for Accelerator Optimization Using Adaptive Sampling"IPAC2021View publication
IPAC2021
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"View publication
Ozdemir, F.; Lafci, B.; Dean-Ben, X. L.; Razansky, D.; Perez-Cruz, F."OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing"View publication
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"View publication
Dedoncker, S.; Donner, C.; Taenzer, L.; Van Damme, B."Optimization of resonant absorbers for passive vibration control: a numerical approach and its experimental validation"View publication
Stalder, S.; Perraudin, N.; Achanta, R.; Perez-Cruz, F.; Volpi, M."What You See is What You Classify: Black Box Attributions"View publication
Jones, C.; Roulet, V.; Harchaoui, Z."Discriminative Clustering with Representation Learning with any Ratio of Labeled to Unlabeled Data"3217.0View publication
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Safin, A.; Bouffard, D.; Ozdemir, F.; Ramon, C. L.; Runnalls, J.; Georgatos, F.; Minaudo, C.; Šukys, J."A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1"1520.07715-7730View publication
15
Egger, P.; Jones, C."Co-Exportation of Products by Multi-Product Firms"View publication
Brun, P.; Zimmermann, N. E.; Hari, C.; Pelissier, L.; Karger, D. N."Global climate-related predictors at kilometer resolution for the past and future"145573-5603View publication
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Roulet, V.; Jones, C.; Harchaoui, Z."A Representation-Focused Training Algorithm for Deep Networks"View publication
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