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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 Loading

  1. OpenXAI OpenXAI Public

    OpenXAI : Towards a Transparent Evaluation of Model Explanations

    JavaScript 233 39

  2. SpLiCE SpLiCE Public

    Sparse Linear Concept Embeddings

    Python 70 2

  3. LLM_Explainer LLM_Explainer Public

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

    Jupyter Notebook 27 4

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

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

    Python 6

  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 26 repositories
  • interp_interv Public

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

    AI4LIFE-GROUP/interp_interv’s past year of commit activity
    Python 0 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 6 MIT 0 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 233 MIT 39 7 2 Updated Aug 17, 2024
  • SpLiCE Public

    Sparse Linear Concept Embeddings

    AI4LIFE-GROUP/SpLiCE’s past year of commit activity
    Python 70 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 27 MIT 4 0 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
  • DiET Public

    Code for "Discriminative Feature Attributions via Distractor Erasure Tuning"

    AI4LIFE-GROUP/DiET’s past year of commit activity
    Python 1 0 0 0 Updated Dec 12, 2023

People

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