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researcher

N. Kantas

37 papers hereh-index 181.8k citations65 works total

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

author position
  • first author3
  • middle author21
  • last author12

Across the 36 of 37 papers where every author was matched, so the position is known.

fields
  • stat.CO16
  • math.OC7
  • math.ST4
  • stat.ML4
  • cs.LG2
  • stat.ME2

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedOn Particle Methods for Parameter Estimation in State-Space Models

362 citations · 470 across the 35 of their papers we have counts for

collaborators
Showing 2026 · stat.MLShow all

1 paper · 2 filters

stat.ML2026

Drift Estimation for Stochastic Differential Equations with Denoising Diffusion Models

Marcos Tapia Costa, Nikolas Kantas, George Deligiannidis

We study the estimation of time-homogeneous drift functions in multivariate stochastic differential equations with known diffusion coefficient, from multiple trajectories observed…

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