Research map / Optimization / Nonconvex and smooth optimization
Parameter-free Locally Accelerated Conditional Gradients
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use PF-LaCG instead of non-accelerated conditional-gradient methods | Probability simplex · Probability simplex | primal gap convergence by iteration count | Helped |
| Use PF-LaCG instead of non-accelerated conditional-gradient methods | Structured LASSO · Structured LASSO | primal gap convergence by wall-clock time | Helped |
| Use PF-LaCG (Lazy) instead of Lazy AFW | Constrained Birkhoff polytope · Constrained Birkhoff polytope | primal gap convergence | Helped |
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