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Krymova, E.; Obozinski, G.; Schenk, M.; Coyle, L. T.; Pieloni, T. "Data-driven modeling of beam loss in the LHC" Available at: https://zenodo.org/record/7305102 2022 View publication
Dataset
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" Geoscientific Model Development 15 20 7715-7730 2022 View publication
Journal Article
Raynal, L.; Chen, S.; Mira, A.; Onnela, J. "Scalable Approximate Bayesian Computation for Growing Network Models via Extrapolated and Sampled Summaries" Bayesian Analysis 17 1 2022 View publication
Journal Article
Albert, C.; Ulzega, S.; Ozdemir, F.; Perez-Cruz, F.; Mira, A. "Learning Summary Statistics for Bayesian Inference with Autoencoders" SciPost Physics Core 5 3 43 2022 View publication
Journal Article
Dureuil, M.; Aeberhard, W. H.; Dowd, M.; Pardo, S. A.; Whoriskey, F. G.; Worm, B. "Reliable growth estimation from mark–recapture tagging data in elasmobranchs" Fisheries Research 256 106488 2022 View publication
Journal Article
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) 2022 View publication
Journal Article
Biass, S.; Jenkins, S. F.; Aeberhard, W. H.; Delmelle, P.; Wilson, T. "Insights into the vulnerability of vegetation to tephra fallouts from interpretable machine learning and big Earth observation data" Natural Hazards and Earth System Sciences 22 9 2829-2855 2022 View publication
Journal Article
Iyer, S. R.; Balashankar, A.; Aeberhard, W. H.; Bhattacharyya, S.; Rusconi, G.; Jose, L.; Soans, N.; Sudarshan, A.; Pande, R.; Subramanian, L. "Modeling fine-grained spatio-temporal pollution maps with low-cost sensors" npj Climate and Atmospheric Science 5 76 1-8 2022 View publication
Journal Article
Boggio-Pasqua, A.; Bassos-Hull, K.; Aeberhard, W. H.; Hoopes, L. A.; Swider, D. A.; Wilkinson, K. A.; Dureuil, M. "Whitespotted eagle ray (Aetobatus narinari) age and growth in wild (in situ) versus aquarium-housed (ex situ) individuals: Implications for conservation and management" Frontiers in Marine Science 9 1-18 2022 View publication
Journal Article
Jones, C.; Roulet, V.; Harchaoui, Z. "Discriminative Clustering with Representation Learning with any Ratio of Labeled to Unlabeled Data" Statistics and Computing 32 17 2022 View publication
Journal Article
Roulet, V.; Jones, C.; Harchaoui, Z. "A Representation-Focused Training Algorithm for Deep Networks" IEEE Data Science and Learning Workshop (DSLW) 2022 View publication
Conference Paper
Bracher, J.; Wolffram, D.; Deuschel, J.; Görgen, K.; Ketterer, J. L.; Ullrich, A.; Abbott, S.; Barbarossa, M. V.; Bertsimas, D.; Bhatia, S.; et al. "National and subnational short-term forecasting of COVID-19 in Germany and Poland during early 2021" Communications Medicine 2 1 136 2022 View publication
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