William Zame
6 papers · 2017–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
causal inference
(1)
risk management
(1)
uncertainty quantification
(1)
feature importance
(1)
survival analysis
(1)
optimal policy
(1)
stochastic process
(1)
disease progression
(1)
disease detection
(1)
domain knowledge
(1)
latent variable
(1)
ensemble method
(1)
interpretable model
(1)
electronic health record
(1)
neural ode
(1)
clinical trial
(1)
heterogeneous treatment effect
(1)
hybrid model
(1)
individualized treatment effect
(1)
drug combination
(1)
Papers
Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression
NeurIPS 2021
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups
AISTATS 2021
Learning outside the Black-Box: The pursuit of interpretable models
NeurIPS 2020
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification
NeurIPS 2020
Temporal Quilting for Survival Analysis
AISTATS 2019
DPSCREEN: Dynamic Personalized Screening
NeurIPS 2017