Yuesheng Xu
8 papers · 2006–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (18) π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(13)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Trend Setter
Conferences
JMLR (7)
NIPS (1)
Top co-authors
Keywords
kernel methods
(3)
minimum norm interpolation
(2)
reproducing kernel
(2)
reproducing kernel hilbert space
(2)
function approximation
(2)
banach space
(2)
hilbert space
(1)
representer theorem
(1)
feature space
(1)
reproducing kernel banach space
(1)
multiresolution analysis
(1)
support vector machine
(1)
inverse problem
(1)
feature map
(1)
shallow neural network
(1)
spectral bia
(1)
operator-valued kernel
(1)
sparse representer theorem
(1)
vector-valued function
(1)
high-frequency feature
(1)
Papers
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
NIPS 2024
Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces
JMLR 2024
Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems
JMLR 2021
Refinement of Operator-valued Reproducing Kernels
JMLR 2012
Refinement of Reproducing Kernels
JMLR 2009
Reproducing Kernel Banach Spaces for Machine Learning
JMLR 2009
Refinable Kernels
JMLR 2007
Universal Kernels
JMLR 2006