Wu, Lili
- Anytime-valid off-policy inference for contextual bandits
2022/10/19 by Ian Waudby-Smith, Lili Wu, Waudby-Smith, Ian +7 · 9 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Mobile Crowdsensing and Crowdsourcing #Statistics Theory (math.ST)
- Transfer learning of individualized treatment rules from experimental to real-world data
2021/08/19 by Lili Wu, Shu Yang, Wu, Lili +1 · 4 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference
- Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator
2023/07/10 by Cheng, Yuwen, Wu, Lili, Yang, Shu · 2 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- PcLast: Discovering Plannable Continuous Latent States
2023/11/06 by Koul, Anurag, Sujit, Shivakanth, Chen, Shaoru +11 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Rich-Observation Reinforcement Learning with Continuous Latent Dynamics
2024/05/29 by Yuda Song, Lili Wu, Song, Yuda +5 · 1 citation
Computer Science · #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification