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@Optimization-AI

Optimization for Machine Learning and AI

OptMAI Lab at Texas A&M University directed by Professor Tianbao Yang

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  1. LibAUC LibAUC Public

    LibAUC: A Deep Learning Library for X-Risk Optimization

    Python 315 42

  2. DisCO DisCO Public

    NeurIPS 2025: Discriminative Constrained Optimization for Reinforcing Large Reasoning Models

    Python 53 3

  3. DRRho-CLIP DRRho-CLIP Public

    Model steering for CLIP training

    Python 6 1

  4. DFT DFT Public

    Discriminative Fine-tuning of LLMs without reward models and human preference data

    Python 6 1

  5. FastCLIP FastCLIP Public

    Distributed Optimization Infra for learning CLIP models

    Python 29 1

  6. SogCLR SogCLR Public

    Stochastic Optimization for Global Contrastive Learning without Large Mini-batches

    Python 20 5

Repositories

Showing 10 of 22 repositories
  • DRPO Public

    ICLR 2026: Efficient Reasoning via Decoupled Reward Policy Optimization

    Optimization-AI/DRPO’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Mar 30, 2026
  • ABSGD Public

    compositional optimization for KL-divergence regularized DRO

    Optimization-AI/ABSGD’s past year of commit activity
    Python 0 0 0 0 Updated Mar 16, 2026
  • Constrained-Opt Public

    Multiple Inequality Constrained Optimization using Smoothed Hinge Penalty functions and FCCO

    Optimization-AI/Constrained-Opt’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Mar 16, 2026
  • DisCO Public

    NeurIPS 2025: Discriminative Constrained Optimization for Reinforcing Large Reasoning Models

    Optimization-AI/DisCO’s past year of commit activity
    Python 53 MIT 3 1 0 Updated Mar 14, 2026
  • NeuCLIP Public

    NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization

    Optimization-AI/NeuCLIP’s past year of commit activity
    Python 0 MIT 0 1 0 Updated Feb 28, 2026
  • SCENT Public

    A Geometry-Aware Efficient Algorithm for Compositional Entropic Risk Minimization

    Optimization-AI/SCENT’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Feb 16, 2026
  • LibAUC Public

    LibAUC: A Deep Learning Library for X-Risk Optimization

    Optimization-AI/LibAUC’s past year of commit activity
    Python 315 MIT 42 25 0 Updated Feb 10, 2026
  • verl Public Forked from verl-project/verl

    verl: Volcano Engine Reinforcement Learning for LLMs

    Optimization-AI/verl’s past year of commit activity
    Python 0 Apache-2.0 3,636 0 0 Updated Sep 16, 2025
  • DRRho-CLIP Public

    Model steering for CLIP training

    Optimization-AI/DRRho-CLIP’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Jul 15, 2025
  • DistTempNet Public

    Distributed version of TempNet.

    Optimization-AI/DistTempNet’s past year of commit activity
    Python 1 1 0 0 Updated May 24, 2025

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