Shijun Zhang
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
Venues
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Research topics
Keywords
relu network
(4)
approximation theory
(3)
expressive power
(2)
activation function
(2)
approximation error
(2)
function approximation
(2)
neural network approximation
(2)
regression problem
(1)
function composition
(1)
deep network approximation
(1)
intrinsic parameter
(1)
classification function
(1)
network approximation
(1)
lipschitz continuous
(1)
lipschitz continuous function
(1)
nested network
(1)
neural network architecture
(1)
width depth scaling
(1)
universal approximation
(1)
deep learning
(1)
Papers
Deep Network Approximation: Beyond ReLU to Diverse Activation Functions
JMLR 2024
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network
ICML 2023
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons
JMLR 2022
Deep Network Approximation in Terms of Intrinsic Parameters
ICML 2022
Neural Network Architecture Beyond Width and Depth
NeurIPS 2022