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01/12/2023
Multimodal Deep Learning
This book is the result of a seminar in which we reviewed multimodal app...
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10/14/2022
Privacy-Preserving and Lossless Distributed Estimation of High-Dimensional Generalized Additive Mixed Models
Various privacy-preserving frameworks that respect the individual's priv...
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03/21/2022
Distributed non-disclosive validation of predictive models by a modified ROC-GLM
Distributed statistical analyses provide a promising approach for privac...
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Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization
Componentwise boosting (CWB), also known as model-based boosting, is a v...
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Automatic Componentwise Boosting: An Interpretable AutoML System
In practice, machine learning (ML) workflows require various different s...
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