Zhou Fan
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (8)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
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Hot Topic Early Bird
Conferences
COLT (2)
NIPS (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
gradient descent
(2)
neural network
(2)
conjugate kernel
(2)
neural tangent kernel
(1)
stochastic gradient descent
(1)
compressive sensing
(1)
graph matching
(1)
sparse estimation
(1)
neural network optimization
(1)
network alignment
(1)
linear regression
(1)
restricted strong convexity
(1)
signal propagation
(1)
empirical risk
(1)
hierarchical structure
(1)
graph signal processing
(1)
random matrix theory
(1)
spanning tree
(1)
spectral method
(1)
proximal policy optimization
(1)
Papers
Nonlinear spiked covariance matrices and signal propagation in deep neural networks
COLT 2024
Spectra of the Conjugate Kernel and Neural Tangent Kernel for linear-width neural networks
NIPS 2020
Tree-projected gradient descent for estimating gradient-sparse parameters on graphs
COLT 2020
Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory
ICML 2020
Surfing: Iterative Optimization Over Incrementally Trained Deep Networks
NIPS 2019
Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
IJCAI 2019