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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 306 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 2 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

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