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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 307 38

  2. DisCO DisCO Public

    Discriminative Constrained Optimization for Reinforcing Large Reasoning Models

    Python 32 1

  3. DRRho-CLIP DRRho-CLIP Public

    Model steering for CLIP training

    Python

  4. DFT DFT Public

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

    Python 3 1

  5. FastCLIP FastCLIP Public

    Distributed Optimization Infra for learning CLIP models

    Python 26 1

  6. SogCLR SogCLR Public

    Stochastic Optimization for Global Contrastive Learning without Large Mini-batches

    Python 20 5

Repositories

Showing 10 of 16 repositories
  • DRRho-CLIP Public

    Model steering for CLIP training

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

    Discriminative Constrained Optimization for Reinforcing Large Reasoning Models

    Optimization-AI/DisCO’s past year of commit activity
    Python 32 MIT 1 0 0 Updated May 31, 2025
  • DistTempNet Public

    Distributed version of TempNet.

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

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

    Optimization-AI/DFT’s past year of commit activity
    Python 3 1 0 0 Updated May 18, 2025
  • maxclip_comp Public

    Website for MaxCLIP Competition

    Optimization-AI/maxclip_comp’s past year of commit activity
    HTML 0 0 0 0 Updated Nov 8, 2024
  • FastCLIP Public

    Distributed Optimization Infra for learning CLIP models

    Optimization-AI/FastCLIP’s past year of commit activity
    Python 26 MIT 1 0 0 Updated Oct 3, 2024
  • LibAUC Public

    LibAUC: A Deep Learning Library for X-Risk Optimization

    Optimization-AI/LibAUC’s past year of commit activity
    Python 307 MIT 38 0 0 Updated Sep 2, 2024
  • TempNet Public Forked from zhqiu/TempNet

    To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO

    Optimization-AI/TempNet’s past year of commit activity
    Python 0 5 0 0 Updated Apr 9, 2024
  • NeurIPS2021_SOAP Public

    Official implementation of the paper "Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence" published on Neurips2021.

    Optimization-AI/NeurIPS2021_SOAP’s past year of commit activity
    Python 21 1 1 0 Updated Oct 9, 2023
  • ICML2023_LDR Public Forked from DixianZhu/LDR

    The official implementation from 'Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity' ICML2023

    Optimization-AI/ICML2023_LDR’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Jun 6, 2023

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