Megan Richards
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
👥
Mega-Team
(23)
❓
The Questioner
Conferences
ICLR (1)
MLHC (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
algorithmic fairness
(1)
domain generalization
(1)
computer vision
(1)
text classification
(1)
object recognition
(1)
toxicity detection
(1)
speech classification
(1)
machine learning
(1)
quality assurance
(1)
data quality
(1)
electronic health record
(1)
annotation quality
(1)
clinical validation
(1)
performance disparity
(1)
clinical datum
(1)
geographic bia
(1)
factor annotation
(1)
income disparity
(1)
healthcare machine learning
(1)
group bia
(1)
Papers
On the Role of Speech Data in Reducing Toxicity Detection Bias
NAACL 2025
Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
ICLR 2024
Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations
NIPS 2023
Development and Validation of ML-DQA – a Machine Learning Data Quality Assurance Framework for Healthcare
MLHC 2022