Manton, Jonathan H.

1. A Primer on Reproducing Kernel Hilbert Spaces
   2014/08/05 by Jonathan H. Manton, Pierre-Olivier Amblard, Manton, Jonathan H. +1 · 1 voice · 2 citations
   Mathematics · #FOS: Mathematics #History and Overview (math.HO) #math.HO
2. Tracking and regret bounds for online zeroth-order Euclidean and Riemannian optimisation
   2020/10/01 by Alejandro I. Maass, Maass, Alejandro I., Chris Manzie +7 · 5 citations
   Decision Sciences · Psychology · #68Q32 (Primary) #68T05 #90C25 #90C56 (Secondary) #Advanced Bandit Algorithms Research #Evolutionary Psychology and Human Behavior #FOS: Mathematics #Optimization and Control (math.OC) #Personality Traits and Psychology
3. On the Generalization for Transfer Learning: An Information-Theoretic Analysis
   2022/07/12 by Xuetong Wu, Wu, Xuetong, Jonathan H. Manton +5 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
4. 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
5. Differential Calculus, Tensor Products and the Importance of Notation
   2012/08/01 by Jonathan H. Manton, Manton, Jonathan H. · 2 citations
   Computer Science · Mathematics · #Algebraic and Geometric Analysis #Computational Physics and Python Applications #FOS: Mathematics #History and Overview (math.HO) #Matrix Theory and Algorithms
6. A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms
   2021/09/03 by Xuetong Wu, Wu, Xuetong, Jonathan H. Manton +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms
7. 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)