Dan Qiao
Scholar

Dan Qiao

Google Scholar ID: EyfAUuUAAAAJ
PhD student, UCSD
Reinforcement learningDifferential privacyDeep learning
Citations & Impact
All-time
Citations
203
 
H-index
9
 
i10-index
9
 
Publications
16
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Published 'Sample-Efficient Reinforcement Learning with loglog (T) Switching Cost' at ICML 2022 (Spotlight)
  • Published 'Differentially Private Linear Sketches: Efficient Implementations and Applications' at NeurIPS 2022
  • Published 'Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation' at ICLR 2023
  • Published 'Offline Reinforcement Learning with Differential Privacy' at NeurIPS 2023
  • Published two papers at AISTATS 2023: 'Doubly Fair Dynamic Pricing' and 'Near-Optimal Differentially Private Reinforcement Learning'
  • Published 'Logarithmic Switching Cost in Reinforcement Learning beyond Linear MDPs' at ISIT 2024
  • Published 'Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints' at ICML 2024
  • Published two papers at NeurIPS 2024: 'Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes' (Spotlight) and 'Differentially Private Reinforcement Learning with Self-Play'