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    • Training GANs under contamination
      Python
      1202Updated Jul 25, 2024Jul 25, 2024
    • tex

      Public
      TeX
      1000Updated Jul 17, 2024Jul 17, 2024
    • 0000Updated Jun 16, 2024Jun 16, 2024
    • Jupyter Notebook
      MIT License
      1100Updated May 15, 2024May 15, 2024
    • Fast probabilistic value estimation
      Python
      0100Updated Apr 4, 2024Apr 4, 2024
    • model / data attribution methods
      Python
      0300Updated Mar 30, 2024Mar 30, 2024
    • Official Implementation of the TGDA attack in our TMLR paper: Indiscriminate Data Poisoning Attacks on Neural Networks (https://openreview.net/pdf?id=x4hmIsWu7e)
      Python
      MIT License
      1400Updated Sep 6, 2023Sep 6, 2023
    • plim

      Public
      poisoning limit
      Jupyter Notebook
      0100Updated Apr 6, 2023Apr 6, 2023
    • Python
      0300Updated Feb 18, 2023Feb 18, 2023
    • CS794

      Public
      Optimization for Data Science
      Jupyter Notebook
      0200Updated Nov 8, 2022Nov 8, 2022
    • ood

      Public
      out-of-distribution detection using flow models
      Python
      1200Updated Jul 24, 2022Jul 24, 2022
    • guide

      Public
      some guides/memos/utils for everyone
      TeX
      0200Updated Jun 7, 2022Jun 7, 2022
    • Fed-MGDA

      Public
      Python
      12100Updated Jun 3, 2022Jun 3, 2022
    • Implementation of Wasserstein adversarial attacks.
      Python
      92201Updated Jan 2, 2021Jan 2, 2021
    • CS886

      Public
      Causal Inference in Machine Learning
      TeX
      24100Updated Nov 6, 2020Nov 6, 2020
    • Python
      0000Updated Apr 10, 2020Apr 10, 2020
    • Code for ICLR 2020.
      Python
      1200Updated Feb 15, 2020Feb 15, 2020