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08/21/2023
A Homogenization Approach for Gradient-Dominated Stochastic Optimization
Gradient dominance property is a condition weaker than strong convexity,...
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05/21/2023
Pre-trained Mixed Integer Optimization through Multi-variable Cardinality Branching
We propose a new method to accelerate online Mixed Integer Optimization ...
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01/28/2023
Stochastic Dimension-reduced Second-order Methods for Policy Optimization
In this paper, we propose several new stochastic second-order algorithms...
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08/30/2022
Cardinal Optimizer (COPT) User Guide
Cardinal Optimizer is a high-performance mathematical programming solver...
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07/30/2022
DRSOM: A Dimension Reduced Second-Order Method and Preliminary Analyses
We introduce a Dimension-Reduced Second-Order Method (DRSOM) for convex ...
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07/28/2022
HDSDP: Software for Semidefinite Programming
HDSDP is a numerical software solving the semidefinite programming probl...
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05/30/2019