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researcher

Alona Kryshchenko

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.CV1
ORCID 0000-0002-5049-0293
same name
  • Alona Kryshchenko — 5 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedAutomatic Infectious Disease Classification Analysis with Concept Discovery

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2025

A non-parametric optimal design algorithm for population pharmacokinetics

Markus Hovd, Alona Kryshchenko, Michael N. Neely +3

This paper introduces a non-parametric estimation algorithm designed to effectively estimate the joint distribution of model parameters with application to population pharmacokinet…

stat.ME2023★ 1 cited

NPSA: Nonparametric Simulated Annealing for Global Optimization

Rong Chen, Alan Schumitzky, Alona Kryshchenko +3

In this paper we describe NPSA, the first parallel nonparametric global maximum likelihood optimization algorithm using simulated annealing (SA). Unlike the nonparametric adaptive…

cs.CV2022★ 1 cited

Automatic Infectious Disease Classification Analysis with Concept Discovery

Elena Sizikova, Joshua Vendrow, Xu Cao +13

Automatic infectious disease classification from images can facilitate needed medical diagnoses. Such an approach can identify diseases, like tuberculosis, which remain under-diagn…

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