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Topics in machine learning

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Behavioral outcome of very preterm children at 5 years of age: Prognostic utility of brain tissue volumes at term-equivalent-age, perinatal, and environmental factors

End-to-end kernel learning via generative random Fourier features

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Learning From Heterogeneous Data Based on Social Interactions Over Graphs

Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions

RMAML: Riemannian meta-learning with orthogonality constraints

Artificial Intelligence for road quality assessment in smart cities: a machine learning approach to acoustic data analysis

Self-Supervised Bayesian representation learning of acoustic emissions from laser powder bed Fusion process for in-situ monitoring

Segmenting Without Annotating: Crack Segmentation and Monitoring via Post-Hoc Classifier Explanations

On the symmetries in the dynamics of wide two-layer neural networks