Ernest K Ryu
5 papers · 2021–2022 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Keywords
neural tangent kernel
(1)
convex optimization
(1)
optimal transport
(1)
decentralized optimization
(1)
neural network optimization
(1)
minimax optimization
(1)
continuous optimization
(1)
gradient descent
(1)
convex minimization
(1)
convergence rate
(1)
convolutional neural network
(1)
extragradient method
(1)
gradient norm
(1)
generative adversarial network
(1)
training dynamics
(1)
overparameterized network
(1)
fixed-point iteration
(1)
infinite depth
(1)
optimal convergence rate
(1)
multi-layer perceptron
(1)
Papers
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems
ICML 2022
Exact Optimal Accelerated Complexity for Fixed-Point Iterations
ICML 2022
Neural Tangent Kernel Analysis of Deep Narrow Neural Networks
ICML 2022
Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm
ICML 2021
WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points
ICML 2021