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K. Matchev

University of Florida (from arXiv:2009.00131, 2020) · ORCID · OpenAlex

4 papers in scope · 4 published · 1 on the econ.EM arXiv · 23 citations · h-index 2 (over the papers listed here)

Papers

(1 of 4)

New machine learning techniques for simulation-based inference: InferoStatic nets, kernel score estimation, and kernel likelihood ratio estimation
published2023 · SciPost Physics Codebases · 3 citations · first circulated 2022
with Kyoungchul Kong, S. Mrenna, Prasanth Shyamsundar
SciPost Physics Codebases
Codebase release 0.1 for infstat
published2023 · SciPost Physics Codebases · 2 citations
with Kyoungchul Kong, S. Mrenna, Prasanth Shyamsundar
SciPost Physics Codebases
Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles
published2023 · Machine Learning Science and Technology · 18 citations
with Roy T. Forestano, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
Machine Learning Science and Technology
InClass nets: independent classifier networks for nonparametric estimation of conditional independence mixture models and unsupervised classification
published2022 · Machine Learning Science and Technology · first circulated 2020
with Prasanth Shyamsundar
Paper profile Machine Learning Science and Technology arXiv:2009.00131

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.