Xuetong Wu
- Information-theoretic analysis for transfer learning
2020/05/18 by Xuetong Wu, Wu, Xuetong, Jonathan H. Manton +5 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
- On the Generalization for Transfer Learning: An Information-Theoretic Analysis
2022/07/12 by Xuetong Wu, Jonathan H. Manton, Wu, Xuetong +5 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
- On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models
2022/05/10 by Xuetong Wu, Wu, Xuetong, Mingming Gong +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)