William Zame
6 papers · 2017–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (16)
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (4)
AISTATS (2)
Top co-authors
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
NIPS 2021
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups
AISTATS 2021
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification
NIPS 2020
Learning outside the Black-Box: The pursuit of interpretable models
NIPS 2020
Temporal Quilting for Survival Analysis
AISTATS 2019
DPSCREEN: Dynamic Personalized Screening
NIPS 2017