Entropy-Smooth Convex Optimization Cannot Be Accelerated
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Talks
Research talks and slides, organized by topic.
Optimization theory
Large-scale optimization
cuHALLaR: A GPU Accelerated Low-Rank Augmented Lagrangian Method for Large-Scale Semidefinite Programming
A Low-Rank Augmented Lagrangian Frank-Wolfe-Based Method for SDPs with Unbounded Feasible Regions
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A Sparse Augmented Lagrangian Frank-Wolfe-based method for Large-Scale Linear Programming
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Statistical design
Robust D-optimal design for generalized linear models: Convex-concave structure and efficient algorithms
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Transportation
An Efficient Method for the Bicriterion Traffic Assignment Problem
The talk and slides will be uploaded here.