William Hoiles
3 papers · 2016–2020 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🏆 Keyword Champion
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Clinical
(1)
Core AI
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
contextual bandit
(2)
nonparametric bayesian
(1)
anomaly detection
(1)
policy learning
(1)
inverse reinforcement learning
(1)
clinical prediction
(1)
nonparametric bayesian inference
(1)
permutation testing
(1)
recommender system
(1)
user behavior modeling
(1)
empirical bernstein bound
(1)
course recommendation
(1)
deep embedded clustering
(1)
rational inattention
(1)
bayesian agent
(1)
patient monitoring
(1)
empirical bernstein inequality
(1)
clinical state estimation
(1)
off-policy evaluation
(1)
physiological stream
(1)
Papers
Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior
JMLR 2020
A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics
NeurIPS 2016
Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design
ICML 2016