2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.CV2020★ 2 cited
Deriving Visual Semantics from Spatial Context: An Adaptation of LSA and Word2Vec to generate Object and Scene Embeddings from Images
Matthias S. Treder, Juan Mayor-Torres, Christoph Teufel
Embeddings are an important tool for the representation of word meaning. Their effectiveness rests on the distributional hypothesis: words that occur in the same context carry simi…
cs.LG2018
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA
Matthias S. Treder
Least-squares models such as linear regression and Linear Discriminant Analysis (LDA) are amongst the most popular statistical learning techniques. However, since their computation…