Kaiqi Zhang
4 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(10)
❓
The Questioner
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
nonparametric regression
(2)
neural network
(2)
weight decay
(2)
label noise
(1)
gradient descent
(1)
curse of dimensionality
(1)
total variation
(1)
nonparametric classification
(1)
learning rate
(1)
generalization bound
(1)
minimax rate
(1)
convolutional neural network
(1)
convolutional residual network
(1)
low-dimensional manifold
(1)
overparameterized network
(1)
relu network
(1)
local minimum
(1)
manifold learning
(1)
besov class
(1)
function approximation
(1)
Papers
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
NeurIPS 2024
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
NeurIPS 2024
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?
ICLR 2023
A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers
ECCV 2018