Xiaodong Yan
9 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Optimization
(3)
Healthcare & Medicine
(2)
Knowledge & Reasoning
(2)
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(2)
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censored data
(2)
confidence interval
(2)
differential privacy
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variable selection
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online learning
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conformal prediction
(1)
risk management
(1)
risk-aware learning
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online decision making
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utility optimization
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privacy preserving
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survival analysis
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maximum likelihood estimation
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fisher information matrix
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statistical power
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sequential testing
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rank correlation
(1)
multi-armed bandit
(1)
online algorithm
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feature selection
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Papers
Advancing Fairness in Precision Medicine: A Universal Framework for Optimal Treatment Estimation in Censored Data
AISTATS 2025
Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference
ICML 2025
Online Differentially Private Conformal Prediction for Uncertainty Quantification
ICML 2025
Strategic A/B testing via Maximum Probability-driven Two-armed Bandit
ICML 2025
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach
AAAI 2024
Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility
AAAI 2024
DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks
AAAI 2023
Opposite Online Learning via Sequentially Integrated Stochastic Gradient Descent Estimators
AAAI 2023
Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data
AAAI 2023