2 papers
cs.CV2021
TRACE: A Differentiable Approach to Line-level Stroke Recovery for Offline Handwritten Text
Taylor Archibald, Mason Poggemann, Aaron Chan +1
Stroke order and velocity are helpful features in the fields of signature verification, handwriting recognition, and handwriting synthesis. Recovering these features from offline h…
cs.LG2018
Preprocessor Selection for Machine Learning Pipelines
Brandon Schoenfeld, Christophe Giraud-Carrier, Mason Poggemann +2
Much of the work in metalearning has focused on classifier selection, combined more recently with hyperparameter optimization, with little concern for data preprocessing. Yet, it i…