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stat.ME2025
Iterative Data Curation with Theoretical Guarantees
Väinö Yrjänäinen, Johan Jonasson, Måns Magnusson
In recent years, more and more large data sets have become available. Data accuracy, the absence of verifiable errors in data, is crucial for these large materials to enable high-q…
stat.ME2020★ 31 cited
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
Måns Magnusson, Michael Riis Andersen, Johan Jonasson +1
Recently, new methods for model assessment, based on subsampling and posterior approximations, have been proposed for scaling leave-one-out cross-validation (LOO) to large datasets…