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@REAS0n-lab

REASOn Lab

Laboratory for Resource-Efficient Algorithms for Scalable Optimization

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  1. s-step-kernel-method s-step-kernel-method Public

    Forked from Zishan-Shao/s-step-method-comm-avoiding

    s-step DCD for kernel SVM and kernel ridge regression

    C

  2. ECCD ECCD Public

    Forked from Yixiao-Wang-Stats/ECCD

    Code associated with NeurIPS 2025 paper titled: "ECCD: Enhanced Cyclic Coordinate Descent Methods for Elastic-Net Penalised Linear Models"

    Python

  3. sliding-window-kernel-kmeans sliding-window-kernel-kmeans Public

    Forked from aditya08/sliding-window-kernel-kmeans

    A library containing PyTorch and CUDA implementation of Kernel K-means. This library uses a sliding window technique so that large scale datasets can be clustered on a single GPU.

    Cuda

  4. torchdist-lsq-solvers torchdist-lsq-solvers Public

    Forked from aditya08/torchdist-lsq-solvers

    A PyTorch distributed implementation of CGLS for the Shapley value computation.

    Python

  5. hybridsgd hybridsgd Public

    Forked from aditya08/hybridsgd

    Jupyter Notebook

  6. .github .github Public

    public profile and landing page for REASOn Lab

Repositories

Showing 6 of 6 repositories
  • .github Public

    public profile and landing page for REASOn Lab

    REAS0n-lab/.github’s past year of commit activity
    0 0 0 0 Updated Feb 11, 2026
  • ECCD Public Forked from Yixiao-Wang-Stats/ECCD

    Code associated with NeurIPS 2025 paper titled: "ECCD: Enhanced Cyclic Coordinate Descent Methods for Elastic-Net Penalised Linear Models"

    REAS0n-lab/ECCD’s past year of commit activity
    Python 0 2 0 0 Updated Oct 21, 2025
  • sliding-window-kernel-kmeans Public Forked from aditya08/sliding-window-kernel-kmeans

    A library containing PyTorch and CUDA implementation of Kernel K-means. This library uses a sliding window technique so that large scale datasets can be clustered on a single GPU.

    REAS0n-lab/sliding-window-kernel-kmeans’s past year of commit activity
    Cuda 0 BSD-3-Clause 1 0 0 Updated Oct 9, 2025
  • torchdist-lsq-solvers Public Forked from aditya08/torchdist-lsq-solvers

    A PyTorch distributed implementation of CGLS for the Shapley value computation.

    REAS0n-lab/torchdist-lsq-solvers’s past year of commit activity
    Python 0 BSD-2-Clause 1 0 0 Updated Feb 12, 2025
  • hybridsgd Public Forked from aditya08/hybridsgd
    REAS0n-lab/hybridsgd’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 1 0 0 Updated Dec 4, 2024
  • s-step-kernel-method Public Forked from Zishan-Shao/s-step-method-comm-avoiding

    s-step DCD for kernel SVM and kernel ridge regression

    REAS0n-lab/s-step-kernel-method’s past year of commit activity
    C 0 BSD-2-Clause 1 0 0 Updated Jun 27, 2024

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