Emma Pierson
12 papers · 2018–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (7) πΊοΈ Taxonomy Completionist (24)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(8)
π
Grand Slam
π§¬
Topic Evolution
π₯
Mega-Team
(23)
π
Century Club
(11)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(53)
Conferences
ICML (3)
AAAI (2)
AISTATS (2)
EMNLP (1)
ICLR (1)
MLHC (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
latent variable model
(3)
large language model
(3)
bayesian inference
(2)
domain generalization
(1)
distribution shift
(1)
multiview learning
(1)
interpretable machine learning
(1)
clinical reasoning
(1)
concept bottleneck
(1)
risk assessment
(1)
medical diagnosis
(1)
urban datum
(1)
spatial correlation
(1)
human-ai interaction
(1)
interactive reasoning
(1)
model performance
(1)
pearson correlation
(1)
model intervention
(1)
clinical nlp
(1)
statistical inference
(1)
Papers
Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports
AAAI 2026
Sparse Autoencoders for Hypothesis Generation
ICML 2025
Annotation alignment: Comparing LLM and human annotations of conversational safety
EMNLP 2024
Domain constraints improve risk prediction when outcome data is missing
ICLR 2024
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
NIPS 2024
A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing
AAAI 2024
Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers
NAACL 2024
Coarse race data conceals disparities in clinical risk score performance
MLHC 2023
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
Concept Bottleneck Models
ICML 2020
Inferring Multidimensional Rates of Aging from Cross-Sectional Data
AISTATS 2019
Fast Threshold Tests for Detecting Discrimination
AISTATS 2018