Sebastian Berg

Array Programming with NumPy

Array programming provides a powerful, compact, expressive syntax for accessing, manipulating, and operating on data in vectors, matrices, and higher-dimensional arrays. NumPy is the primary array...

Compressed Hierarchical Representations for Multi-Task Learning and Task Clustering

In this paper, we frame homogeneous-feature multi-task learning (MTL) as a hierarchical representation learning problem, with one task-agnostic and multiple task-specific latent representations....

Quantifying spatiotemporal complexity of cardiac dynamics using ordinal patterns