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Alice Williams

3 papers hereh-index 26 citations9 works total

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

author position
  • first author3

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

fields
  • cs.LG2
  • cs.HC1

identity via Semantic Scholar / OpenAlex

most citedSynthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates

5 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025★ 2 cited

Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery

Alice Williams, Boris Kovalerchuk

High-risk artificial intelligence and machine learning classification tasks, such as healthcare diagnosis, require accurate and interpretable prediction models. However, classifier…

cs.LG2024★ 5 cited

Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates

Alice Williams, Boris Kovalerchuk

Insufficient amounts of available training data is a critical challenge for both development and deployment of artificial intelligence and machine learning (AI/ML) models. This pap…

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