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@acmi-lab

Approximately Correct Machine Intelligence (ACMI) Lab

Research on machine learning, its social impacts, and applications to healthcare. PI—@zackchase

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  1. cmu-10717-the-art-of-the-paper cmu-10717-the-art-of-the-paper Public

    Official repository for CMU Machine Learning Department's 10717: "The Art of the Paper".

    285 10

  2. cmu-10721-philosophy-machine-intelligence cmu-10721-philosophy-machine-intelligence Public

    Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence".

    260 22

  3. superheroes-deep-learning superheroes-deep-learning Public

    Thrilling tales of heroic feats by ML's larger-than-life champions.

    185 21

  4. counterfactually-augmented-data counterfactually-augmented-data Public

    Learning the Difference that Makes a Difference with Counterfactually-Augmented Data

    168 13

  5. cmu-10732-robustness-adaptivity-shift cmu-10732-robustness-adaptivity-shift Public

    Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments

    73 2

  6. CHILS CHILS Public

    Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

    Python 54 3

Repositories

Showing 10 of 23 repositories
  • local-causal-discovery Public

    Code for the paper "Local Causal Discovery for Estimating Causal Effects".

    acmi-lab/local-causal-discovery’s past year of commit activity
    Jupyter Notebook 7 2 0 0 Updated Apr 9, 2024
  • PU_learning Public

    Code and results accompanying our paper titled Mixture Proportion Estimation and PU Learning: A Modern Approach at Neurips 2021 (Spotlight)

    acmi-lab/PU_learning’s past year of commit activity
    Python 43 Apache-2.0 4 1 1 Updated Mar 12, 2024
  • EvaluationOverTime Public

    Python package for Evaluating Medical Datasets Over Time (EMDOT).

    acmi-lab/EvaluationOverTime’s past year of commit activity
    Python 6 Apache-2.0 1 0 0 Updated Oct 13, 2023
  • RLSbench Public

    Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift

    acmi-lab/RLSbench’s past year of commit activity
    Python 35 Apache-2.0 5 0 0 Updated Jul 19, 2023
  • CHILS Public

    Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

    acmi-lab/CHILS’s past year of commit activity
    Python 54 MIT 3 1 0 Updated Jun 4, 2023
  • OnlineLabelShift Public

    Code accompanying our paper titled Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms

    acmi-lab/OnlineLabelShift’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Jun 1, 2023
  • self-pretrain Public
    acmi-lab/self-pretrain’s past year of commit activity
    2 0 1 0 Updated May 25, 2023
  • cmu-10721-philosophy-machine-intelligence Public

    Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence".

    acmi-lab/cmu-10721-philosophy-machine-intelligence’s past year of commit activity
    260 22 0 0 Updated May 10, 2023
  • mvp Public

    Official Repository for the paper "Model-tuning Via Prompts Makes NLP Models More Robust"

    acmi-lab/mvp’s past year of commit activity
    Python 8 5 0 0 Updated Apr 24, 2023
  • Missingness-Shift Public

    Code accompanying our paper "Domain Adaptation under Missingness Shift" at AISTATS 2023.

    acmi-lab/Missingness-Shift’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Apr 19, 2023
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