Ching-pei Lee
9 papers · 2015–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
convergence rate
(3)
manifold identification
(3)
linear convergence
(2)
manifold optimization
(2)
structured neural network
(2)
distributed optimization
(2)
first-order method
(2)
neural network optimization
(1)
matrix completion
(1)
matrix factorization
(1)
coordinate descent
(1)
dual averaging
(1)
variance reduction
(1)
communication efficiency
(1)
feature selection
(1)
second-order optimization
(1)
gradient descent
(1)
subset selection
(1)
quadratic optimization
(1)
nuclear norm regularization
(1)
Papers
Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
ICML 2024
Accelerating Nuclear-norm Regularized Low-rank Matrix Optimization Through Burer-Monteiro Decomposition
JMLR 2024
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
NeurIPS 2024
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems
NeurIPS 2022
Training Structured Neural Networks Through Manifold Identification and Variance Reduction
ICLR 2022
Manifold Identification for Ultimately Communication-Efficient Distributed Optimization
ICML 2020
First-Order Algorithms Converge Faster than $O(1/k)$ on Convex Problems
ICML 2019
The Common-directions Method for Regularized Empirical Risk Minimization
JMLR 2019
Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM
ICML 2015