Clustering is a fundamental technique in machine learning and data mining, offering a powerful lens to understand…
Machine learning
7 Articles
7
This paper shows a novel machine learning model for realized volatility (RV) prediction using a normalizing flow, an…
We apply an information-theoretic perspective to reconsider generative document retrieval (GDR), in which a document x∈X is indexed…
Templates are multi-word expressions with slots, such as “Starting at _ on _ ” or “regard _…
A generative model is a mathematical formulation that generates a sample similar to real data. Many such…
For mathematical models of language, their potential, limitations, and ways of improvement are investigated in terms of…
State-of-the-art word embedding methods represent a word with a single vector and presume a linear vector space,…