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Darya Melnyk

11 papers hereh-index 326 citations18 works total

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

author position
  • middle author10
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.DS3
  • cs.LG3
  • cs.DC2
  • cs.NI2
  • cs.DL1
same name
  • Darya Melnyk — 1 paper, h 3

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

works on
decentralized systems 1gale-shapley 1matching algorithms 1privacy attacks 1stable marriage 1

From the 1 of 11 linked papers with an AI index.

activity
20242026
collaborators
Showing cs.DCShow all

2 papers · 1 filter

cs.DC2026

Resilient Byzantine Agreement with Predictions

Julien Dallot, Darya Melnyk, Tijana Milentijevic +2

This paper studies the Byzantine Agreement problem where the nodes have access to a predictor that flags nodes for suspicion of faulty (Byzantine) behavior. We focus on algorithmic…

cs.DC2025

Centroid Approximation with Multidimensional Approximate Agreement Protocols

Melanie Cambus, Darya Melnyk

In this paper, we present distributed fault-tolerant algorithms that approximate the centroid (i.e., the average) of a set of n data points in Rd. Our work falls into…

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