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Alycia N. Carey

6 papers hereh-index 6154 citations17 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI1
  • cs.CR1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedThe Fairness Field Guide: Perspectives from Social and Formal Sciences

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CR2024★ 1 cited

DP-TabICL: In-Context Learning with Differentially Private Tabular Data

Alycia N. Carey, Karuna Bhaila, Kennedy Edemacu +1

In-context learning (ICL) enables large language models (LLMs) to adapt to new tasks by conditioning on demonstrations of question-answer pairs and it has been shown to have compar…

cs.CV2024

Robust Influence-based Training Methods for Noisy Brain MRI

Minh-Hao Van, Alycia N. Carey, Xintao Wu

Correctly classifying brain tumors is imperative to the prompt and accurate treatment of a patient. While several classification algorithms based on classical image processing or d…

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