Eli Sherman
5 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(6)
π
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(2)
Knowledge & Reasoning
(2)
Machine Learning
(2)
Core AI
(2)
Reasoning
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory
(1)
Keywords
causal inference
(3)
social media analysis
(1)
kl divergence
(1)
graphical model
(1)
social network
(1)
causal effect
(1)
hidden confounding
(1)
non-iid data
(1)
causal identification
(1)
dynamic treatment regime
(1)
gender bia
(1)
network intervention
(1)
structural intervention
(1)
variable intervention
(1)
dependent data
(1)
policy intervention
(1)
model card
(1)
mental health surveillance
(1)
ai risk
(1)
risk profiling
(1)
Papers
AI Risk Profiles: A Standards Proposal for Pre-deployment AI Risk Disclosures
AAAI 2024
Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models
NAACL 2021
General Identification of Dynamic Treatment Regimes Under Interference
AISTATS 2020
Intervening on Network Ties
UAI 2019
Identification and Estimation of Causal Effects from Dependent Data
NeurIPS 2018