Ching-pei Lee
9 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (9) π£ Hot Topic Early Bird
π
Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (4)
JMLR (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
distributed optimization
(2)
manifold optimization
(2)
first-order method
(2)
linear convergence
(2)
convergence rate
(2)
manifold identification
(2)
coordinate descent
(1)
matrix completion
(1)
dual averaging
(1)
communication efficiency
(1)
nuclear norm regularization
(1)
subset selection
(1)
second-order optimization
(1)
quadratic optimization
(1)
support vector machine
(1)
optimization algorithm
(1)
projected gradient
(1)
adaptive optimization
(1)
second-order method
(1)
sparsity constraint
(1)
Papers
Accelerating Nuclear-norm Regularized Low-rank Matrix Optimization Through Burer-Monteiro Decomposition
JMLR 2024
Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
ICML 2024
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
NIPS 2024
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems
NIPS 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