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researcher

A. Lovas

15 papers hereh-index 7182 citations34 works total

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

author position
  • first author13
  • middle author1
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • math-ph6
  • math.PR5
  • cs.LG1
  • math.FA1
  • math.NA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedInvariance of separability probability over reduced states in 4x4 bipartite systems

15 citations · 37 across the 11 of their papers we have counts for

collaborators
Showing 2022 · math.PRShow all

1 paper · 2 filters

math.PR2022

Functional Central Limit Theorem and Strong Law of Large Numbers for Stochastic Gradient Langevin Dynamics

Attila Lovas, Miklós Rásonyi

We study the mixing properties of an important optimization algorithm of machine learning: the stochastic gradient Langevin dynamics (SGLD) with a fixed step size. The data stream…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.