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researcher

I. Horenko

7 papers hereh-index 282.2k citations127 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author1
  • middle author3
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • physics.comp-ph2
  • cond-mat.mtrl-sci1
  • nlin.CD1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
chaotic dynamics 1feature selection 1fluctuating dynamics 1latent entropy 1magnetic materials 1manifold learning 1micromagnetic simulations 1nonlinear systems 1parameter inference 1plasma physics 1regression 1

From the 2 of 7 linked papers with an AI index.

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

On a joint simultaneous learning of relevant feature subsets and subspaces in regression-like problems

Illia Horenko

The paper introduces Entropy-Optimal Manifold Regression (EOMR), a method that simultaneously selects relevant feature subsets and subspaces for nonlinear, nonstationary regression…

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