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researcher

O. D. Akyildiz

13 papers hereh-index 7127 citations24 works total

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

author position
  • first author2
  • middle author2
  • last author8

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • stat.CO4
  • math.PR1
  • math.ST1

identity via Semantic Scholar / OpenAlex

works on
bayesian filtering 1energy-based models 1interacting particle methods 1langevin dynamics 1latent variable models 1model misspecification 1operator theory 1robustness 1stochastic differential equations 1stochastic processes 1

From the 2 of 13 linked papers with an AI index.

collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2026

On the contraction properties of Sinkhorn semigroups

O. Deniz Akyildiz, Pierre del Moral, Joaquin Miguez

We develop a novel stability theory for Sinkhorn semigroups based on Lyapunov techniques and quantitative contraction coefficients, and establish exponential convergence of Sinkhor…

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