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@AI4LIFE-GROUP

AI4LIFE-GROUP

The AI4LIFE group at Harvard is led by Hima Lakkaraju. We study interpretability, fairness, privacy, and reliability of AI and ML models.

Popular repositories

  1. OpenXAI OpenXAI Public

    OpenXAI : Towards a Transparent Evaluation of Model Explanations

    JavaScript 213 32

  2. SpLiCE SpLiCE Public

    Sparse Linear Concept Embeddings

    Python 28 1

  3. LLM_Explainer LLM_Explainer Public

    Code for paper: Are Large Language Models Post Hoc Explainers?

    Jupyter Notebook 20 3

  4. rise-against-distribution-shift rise-against-distribution-shift Public

    Code base for robust learning for an intersection of causal and adversarial shifts

    Python 3

  5. ROAR ROAR Public

    Jupyter Notebook 3 2

  6. lfa lfa Public

    Local function approximation (LFA) framework, NeurIPS 2022

    Python 2 2

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