Zhaobin Kuang
5 papers · 2016–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
graphical model
(2)
temporal modeling
(1)
variable selection
(1)
causal effect estimation
(1)
sparse estimation
(1)
weak supervision
(1)
ising model
(1)
l1 regularization
(1)
robust estimation
(1)
poisson model
(1)
poisson distribution
(1)
causal effect
(1)
electronic health record
(1)
observational data
(1)
labeling function
(1)
class balance
(1)
probabilistic label
(1)
instrumental variable
(1)
screening rule
(1)
adverse drug reaction
(1)
Papers
Firebolt: Weak Supervision Under Weaker Assumptions
AISTATS 2022
Ivy: Instrumental Variable Synthesis for Causal Inference
AISTATS 2020
Temporal Poisson Square Root Graphical Models
ICML 2018
A Screening Rule for l1-Regularized Ising Model Estimation
NeurIPS 2017
Baseline Regularization for Computational Drug Repositioning with Longitudinal Observational Data
IJCAI 2016