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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.

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  1. OpenXAI OpenXAI Public

    OpenXAI : Towards a Transparent Evaluation of Model Explanations

    JavaScript 247 44

  2. SpLiCE SpLiCE Public

    Sparse Linear Concept Embeddings

    Python 98 5

  3. LLM_Explainer LLM_Explainer Public

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

    Jupyter Notebook 31 5

  4. med-safety-bench med-safety-bench Public

    MedSafetyBench: Evaluating and Improving the Medical Safety of LLMs [NeurIPS 2024]

    Python 27 3

  5. lfa lfa Public

    Local function approximation (LFA) framework, NeurIPS 2022

    Python 5 4

  6. rise-against-distribution-shift rise-against-distribution-shift Public

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

    Python 3

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