Yuesheng Xu
8 papers · 2006–2024 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π§
Keyword Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
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)
support vector machine
(1)
inverse problem
(1)
feature map
(1)
shallow neural network
(1)
spectral bia
(1)
multi-resolution analysis
(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
NeurIPS 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