Ananya Joshi
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
public health data
(3)
anomaly detection
(2)
data monitoring
(2)
public health surveillance
(2)
outlier detection
(2)
quality control
(1)
data stream
(1)
data quality
(1)
tabular prediction
(1)
predictive performance
(1)
risk model
(1)
zero-shot prediction
(1)
large language model
(1)
disease dynamics
(1)
outbreak detection
(1)
extreme value analysis
(1)
public health monitoring
(1)
time series analysis
(1)
alert ranking
(1)
human-in-the-loop learning
(1)
Papers
Reducing Alert Fatigue Through AI Ranking: A Deployed Public Health Data Monitoring System
AAAI 2026
Data Monitoring for Large Scale Public Health Data
AAAI 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction
EMNLP 2025
Outlier Ranking for Large-Scale Public Health Data
AAAI 2024
Computationally Assisted Quality Control for Public Health Data Streams
IJCAI 2023