Zhou Fan
6 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory Β· Machine Learning
(6)
Deep Learning
(3)
Optimization & Theory Β· Deep Learning
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Mathematics
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Foundations
(1)
Methods
(1)
Optimization
(1)
Keywords
neural network
(2)
gradient descent
(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)
projected gradient descent
(1)
empirical risk
(1)
hierarchical structure
(1)
graph signal processing
(1)
random matrix theory
(1)
spanning tree
(1)
generalized linear model
(1)
Papers
Nonlinear spiked covariance matrices and signal propagation in deep neural networks
COLT 2024
Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory
ICML 2020
Spectra of the Conjugate Kernel and Neural Tangent Kernel for linear-width neural networks
NeurIPS 2020
Tree-projected gradient descent for estimating gradient-sparse parameters on graphs
COLT 2020
Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
IJCAI 2019
Surfing: Iterative Optimization Over Incrementally Trained Deep Networks
NeurIPS 2019