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Nikolaos Makras

4 papers hereh-index 29 citations3 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.PR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2024

Taming the Interacting Particle Langevin Algorithm: The Superlinear case

Tim Johnston, Nikolaos Makras, Sotirios Sabanis

Recent advances in stochastic optimization have yielded the interacting particle Langevin algorithm (IPLA), which leverages the notion of interacting particle systems (IPS) to effi…

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