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  1. LongStepCertificates LongStepCertificates Public

    Certificates proving the convergence rates claimed in Table 1 of the (forthcoming) paper "Provably Faster Gradient Descent via Long Steps" by Benjamin Grimmer. The Mathematica notebooks include eve…

    Mathematica 8

  2. Parallel-Restarting-Scheme Parallel-Restarting-Scheme Public

    Julia notebook based on the paper "A Simple Nearly-Optimal Restart Scheme For Speeding-Up First Order Methods" by James Renegar and Benjamin Grimmer

    Jupyter Notebook 1

  3. GDLongSteps2024 GDLongSteps2024 Public

    Complement to the arxiv post. This contains a mathematica notebook for verifying some of the symbolic computations done in the paper.

    Mathematica 1

  4. GDConstantStepsizeCertificate GDConstantStepsizeCertificate Public

    Certificates proving up to 10^-13 accuracy the conjectured optimal constant stepsize up to around N=20,000.

    Jupyter Notebook 1

  5. OptimizedBasicSchedules OptimizedBasicSchedules Public

    Simple Implementation of Dynamic Program Producing Optimized Basic Schedules

    Jupyter Notebook 1

  6. Radial-Subgradient-Method Radial-Subgradient-Method Public

    Julia notebook based on the paper "Radial Subgradient Method" by Benjamin Grimmer

    Jupyter Notebook 2