Eli Sherman
5 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(6)
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Cross-Pollinator
(12)
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Renaissance Researcher
(7)
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Conference Pioneer
Conferences
AAAI (1)
AISTATS (1)
NAACL (1)
NIPS (1)
UAI (1)
Top co-authors
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 datum
(1)
causal identification
(1)
dynamic treatment regime
(1)
gender bia
(1)
network intervention
(1)
structural intervention
(1)
variable intervention
(1)
dependent datum
(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
NIPS 2018