With the recent explosion in the amount, the variety, and the dimensionality of available data, identifying, extracting, and exploiting their underlying structure has become a problem of fundamental ...

This repository contains the dataset, as well as additional tools and tutorials, for the University of Pittsburgh English Language Institute Corpus (PELIC). To download a file without using a GitHub ...

Translating satellite imagery into maps requires intensive effort and time, especially leading to inaccurate maps of the affected regions during disaster and conflict. The combination of availability ...

A fully-learned kernel machine for tabular data, built to be a competitive alternative to gradient-boosted trees. The kernel's spectral density — per-feature relevance, frequencies and amplitudes — is ...