Yunfan Zhao
10 papers · 2022–2025 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Grand Slam
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Keyword Champion
(2)
ποΈ
Keyword Collector
(50)
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Century Club Β· Bronze
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Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(10)
Learning Types
(7)
Optimization & Theory
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
restless multi-armed bandit
(3)
resource allocation
(3)
restless multi-arm bandit
(2)
passive learning
(2)
nonparametric classification
(2)
active learning
(2)
bayes classifier
(2)
transfer learning
(1)
policy optimization
(1)
zero-shot learning
(1)
markov decision process
(1)
multi-class classification
(1)
fast multipole method
(1)
model architecture
(1)
point cloud
(1)
risk management
(1)
margin theory
(1)
automated planning
(1)
riemannian geometry
(1)
spectral analysis
(1)
Papers
Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach
AAAI 2025
The Bandit Whisperer: Communication Learning for Restless Bandits
AAAI 2025
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
NeurIPS 2024
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
UAI 2024
Regimes of No Gain in Multi-class Active Learning
JMLR 2024
Scalable Neural Network Kernels
ICLR 2024
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
IJCAI 2024
Balanced Off-Policy Evaluation for Personalized Pricing
AISTATS 2023
Efficient Graph Field Integrators Meet Point Clouds
ICML 2023
Nuances in Margin Conditions Determine Gains in Active Learning
AISTATS 2022