On Consistent Entropy-Regularized k-Means Clustering With Feature Weight Learning: Algorithm and Statistical Analyses.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3166975
Abstract: Clusters in real data are often restricted to low-dimensional subspaces rather than the entire feature space. Recent approaches to circumvent this difficulty are often computationally inefficient and lack theoretical justification in terms of their large-sample… read more here.
Keywords: consistent entropy; feature; clustering feature; entropy regularized ... See more keywords
On Entropy Regularized Path Integral Control for Trajectory Optimization
Sign Up to like & getrecommendations! Published in 2020 at "Entropy"
DOI: 10.3390/e22101120
Abstract: In this article, we present a generalized view on Path Integral Control (PIC) methods. PIC refers to a particular class of policy search methods that are closely tied to the setting of Linearly Solvable Optimal… read more here.
Keywords: trajectory optimization; control; entropy regularized; entropy ... See more keywords