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researcher

Elena Parilina

4 papers hereh-index 335 citations7 works total

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

author position
  • last author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • physics.soc-ph2
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedShapG: new feature importance method based on the Shapley value

26 citations · 40 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Strategic inputs: feature selection from game-theoretic perspective

Chi Zhao, Jing Liu, Elena Parilina

The exponential growth of data volumes has led to escalating computational costs in machine learning model training. However, many features fail to contribute positively to model p…

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