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@UCSC-REAL

REAL@UCSC

REsponsible & Accountable Learning (REAL) @ University of California, Santa Cruz

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  1. cifar-10-100n cifar-10-100n Public

    Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

    Python 172 20

Repositories

Showing 10 of 26 repositories
  • NRdetector Public

    This is an implementation of the paper: Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels (KDD 25)

    UCSC-REAL/NRdetector’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jan 17, 2025
  • FairnessWithoutHarm Public

    [NeurIPS'24] Fairness Without Harm: An Influence-Guided Active Sampling Approach

    UCSC-REAL/FairnessWithoutHarm’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Nov 8, 2024
  • PP-bandit-feedback Public

    This repository accompanies the paper Preformative Prediction with Bandit Feedback:Learning through Reparameterization accepted by ICML 2024.

    UCSC-REAL/PP-bandit-feedback’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated May 31, 2024
  • fair-participation-sequential-policies Public
    UCSC-REAL/fair-participation-sequential-policies’s past year of commit activity
    Python 0 0 0 0 Updated Mar 14, 2024
  • Model_Transferability Public

    This repository accompanies the paper Model Transferability with Responsive Decision Subjects accepted by ICML 2023.

    UCSC-REAL/Model_Transferability’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated May 31, 2023
  • Identifiability Public

    Identifiability of Label Noise Transition Matrix

    UCSC-REAL/Identifiability’s past year of commit activity
    Python 2 0 0 0 Updated May 26, 2023
  • cifar-10-100n Public

    Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

    UCSC-REAL/cifar-10-100n’s past year of commit activity
    Python 172 20 3 0 Updated May 17, 2023
  • HOC Public
    UCSC-REAL/HOC’s past year of commit activity
    Python 26 MIT 27 1 0 Updated May 17, 2023
  • SimiFeat Public
    UCSC-REAL/SimiFeat’s past year of commit activity
    Python 74 14 2 0 Updated May 17, 2023
  • SelfSup_NoisyLabel Public Forked from haochenglouis/SelfSup_NoisyLabel

    Learning from noisy labels via regularization between representations

    UCSC-REAL/SelfSup_NoisyLabel’s past year of commit activity
    Python 11 4 0 0 Updated Feb 28, 2023
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