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Nadiia Chepurko

8 papers hereh-index 8148 citations10 works total

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

author position
  • first author2
  • middle author4
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.DS6
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedARDA: Automatic Relational Data Augmentation for Machine Learning

4 citations · 10 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.DS2019

Robust and Sample Optimal Algorithms for PSD Low-Rank Approximation

Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff

Recently, Musco and Woodruff (FOCS, 2017) showed that given an n×n positive semidefinite (PSD) matrix A, it is possible to compute a (1+ε)-approximate relative-error l…

cs.DS2019

Weighted Maximum Independent Set of Geometric Objects in Turnstile Streams

Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff

We study the Maximum Independent Set problem for geometric objects given in the data stream model. A set of geometric objects is said to be independent if the objects are pairwise…

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