Kangjie Zhou
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
power iteration
(2)
tensor decomposition
(2)
principal component analysis
(1)
convergence analysis
(1)
message passing
(1)
gradient descent
(1)
kullback-leibler divergence
(1)
approximate message passing
(1)
high-dimensional analysis
(1)
signal-to-noise ratio
(1)
non-homogeneous networks
(1)
exponential loss
(1)
generalization bound
(1)
latent variable model
(1)
implicit bia
(1)
convergence bound
(1)
mixture of gaussian
(1)
kkt condition
(1)
normalized margin
(1)
interpolation threshold
(1)
Papers
Implicit Bias of Gradient Descent for Non-Homogeneous Deep Networks
ICML 2025
Sharp analysis of power iteration for tensor PCA
JMLR 2024
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models
COLT 2023
High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks
COLT 2022