Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021
Sparsity-Probe: Analysis tool for Deep Learning Models
Ido Ben-Shaul, Shai Dekel
We propose a probe for the analysis of deep learning architectures that is based on machine learning and approximation theoretical principles. Given a deep learning architecture an…
cs.LG2018
Wavelet Decomposition of Gradient Boosting
Shai Dekel, Oren Elisha, Ohad Morgan
In this paper we introduce a significant improvement to the popular tree-based Stochastic Gradient Boosting algorithm using a wavelet decomposition of the trees. This approach is b…