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Chris U. Carmona
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Neural Contextual Anomaly Detection for Time Series
C Carmona, FX Aubet, V Flunkert, J Gasthaus
International Joint Conference on Artificial Intelligence, IJCAI-22, 2021
892021
Semi-Modular Inference: enhanced learning in multi-modular models by tempering the influence of components
CU Carmona, GK Nicholls
International Conference on Artificial Intelligence and Statistics, AISTATS …, 2020
362020
Interconnectedness and financial stability
S Martinez-Jaramillo, CU Carmona, DY Kenett
Journal of Risk Management in Financial Institutions 12 (2), 168-183, 2019
302019
Model-based approach for household clustering with mixed scale variables
C Carmona, LE Nieto-Barajas, A Canale
Advances in Data Analysis and Classification 13 (2), 559-583, 2019
212019
Multiplex financial networks: Revealing the level of interconnectedness in the banking system
A de la Concha, S Martinez-Jaramillo, C Carmona
International Conference on Complex Networks and their Applications, 2017 …, 2018
192018
Urban form and scale shaped the agroecology of early ‘cities’ in northern Mesopotamia, the Aegean and Central Europe
AK Styring, CU Carmona, V Isaakidou, A Karathanou, GK Nicholls, ...
Journal of Agrarian Change 22 (4), 831-854, 2022
132022
Valid belief updates for prequentially additive loss functions arising in Semi-Modular Inference
GK Nicholls, JE Lee, CH Wu, CU Carmona
arXiv preprint arXiv:2201.09706, 2022
122022
Scalable Semi-Modular Inference with Variational Meta-Posteriors
CU Carmona, GK NIcholls
arXiv preprint arXiv:2204.00296, 2022
112022
Learning of Weighted Multi-layer Networks via Dynamic Social Spaces, with Application to Financial Interbank Transactions
C Carmona, MJ Serafin
International Conference on Complex Networks and Their Applications, 2019, 2020
5*2020
Simultaneous Reconstruction of Spatial Frequency Fields and Sample Locations via Bayesian Semi-Modular Inference
CU Carmona, RA Haines, MA Loake, M Benskin, GK Nicholls
arXiv preprint arXiv:2412.05763, 2024
22024
Data Study Group Network Final Report: Rothamsted Research
T Breure, CU Carmona, S Ellisck, B Evans, A Fahmi, SM Haefele, ...
https://doi.org/10.5281/zenodo.3775489, 2020
22020
Neural Contrastive Anomaly Detection
CU Carmona Perez, FXBM Aubet, V Flunkert, J Gasthaus
US Patent 11,636,125, 2023
2023
BNPMIXcluster: Bayesian Nonparametric Model for Clustering with Mixed Scale Variables
CU Carmona, LE Nieto-Barajas
https://cran.r-project.org/web/packages/BNPMIXcluster/BNPMIXcluster.pdf, 2017
2017
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Articles 1–13