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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 236 40

  2. SpLiCE SpLiCE Public

    Sparse Linear Concept Embeddings

    Python 79 2

  3. LLM_Explainer LLM_Explainer Public

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

    Jupyter Notebook 28 4

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

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

    Python 12 1

  5. rise-against-distribution-shift rise-against-distribution-shift Public

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

    Python 3

  6. ROAR ROAR Public

    Jupyter Notebook 3 2

Repositories

Showing 10 of 27 repositories
  • RLHF_Trust Public
    AI4LIFE-GROUP/RLHF_Trust’s past year of commit activity
    Python 1 0 0 0 Updated Dec 21, 2024
  • interp_interv Public

    Code for "Towards Unifying Interpretability and Control: Evaluation via Intervention"

    AI4LIFE-GROUP/interp_interv’s past year of commit activity
    Python 1 0 0 0 Updated Nov 8, 2024
  • med-safety-bench Public

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

    AI4LIFE-GROUP/med-safety-bench’s past year of commit activity
    Python 12 MIT 1 1 0 Updated Oct 9, 2024
  • rocerf_code Public

    Source code for ROCERF

    AI4LIFE-GROUP/rocerf_code’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 2, 2024
  • OpenXAI Public

    OpenXAI : Towards a Transparent Evaluation of Model Explanations

    AI4LIFE-GROUP/OpenXAI’s past year of commit activity
    JavaScript 236 MIT 40 7 1 Updated Aug 17, 2024
  • SpLiCE Public

    Sparse Linear Concept Embeddings

    AI4LIFE-GROUP/SpLiCE’s past year of commit activity
    Python 79 Apache-2.0 2 1 0 Updated Aug 3, 2024
  • LLM_Explainer Public

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

    AI4LIFE-GROUP/LLM_Explainer’s past year of commit activity
    Jupyter Notebook 28 MIT 4 1 0 Updated Jul 22, 2024
  • average-case-robustness Public

    Characterizing Data Point Vulnerability via Average-Case Robustness, UAI 2024

    AI4LIFE-GROUP/average-case-robustness’s past year of commit activity
    Python 0 MIT 0 0 0 Updated May 7, 2024
  • disagreement-problem Public

    Code repo for the disagreement problem paper

    AI4LIFE-GROUP/disagreement-problem’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Apr 16, 2024
  • fair-unlearning Public

    Fair Machine Unlearning: Data Removal while Mitigating Disparities

    AI4LIFE-GROUP/fair-unlearning’s past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Feb 15, 2024

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