Yingyi Chen
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
๐ Conference Polyglot (4) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (16) ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird
๐
Cross-Pollinator
(15)
Conferences
ICML (2)
AISTATS (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
image classification
(1)
robust optimization
(1)
model robustness
(1)
model architecture
(1)
low-rank approximation
(1)
label noise
(1)
reproducing kernel hilbert space
(1)
singular value decomposition
(1)
deep neural network
(1)
random feature
(1)
uncertainty estimation
(1)
failure prediction
(1)
kernel machine
(1)
positive decomposition
(1)
kernel methods
(1)
model regularization
(1)
asymmetric kernel
(1)
kernel singular value decomposition
(1)
primal representation
(1)
signed measure
(1)
Papers
SURE: SUrvey REcipes for building reliable and robust deep networks
CVPR 2024
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
ICML 2024
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nystrรถm method
ICML 2024
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation
NIPS 2023
Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures
AISTATS 2021