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@hammlab

Tulane CS ML Group

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  1. Crowd-ML Crowd-ML Public

    Framework for Crowd-sourced Machine Learning

    Objective-C 16 10

  2. bilevel-penalty bilevel-penalty Public

    Python 12 7

  3. PoisoningCertifiedDefenses PoisoningCertifiedDefenses Public

    How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)

    Python 12 1

  4. k-beam-minimax k-beam-minimax Public

    Efficient minimax optimization for deep adversarial learning, and more.

    Python 10 4

  5. MinimaxFilter MinimaxFilter Public

    A learning approach to privacy preservation against inference attacks

    Python 8 4

  6. LimitsOfUDA LimitsOfUDA Public

    Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning. (Neurips 2021)

    Python 7 1

Repositories

Showing 10 of 12 repositories
  • TETOT Public

    Test-time Assessment of a Model’s Performance on Unseen Domains via Optimal Transport (CVPRW 2024)

    hammlab/TETOT’s past year of commit activity
    Python 1 0 0 0 Updated Jul 23, 2024
  • DPCore Public
    hammlab/DPCore’s past year of commit activity
    0 0 0 0 Updated Jun 10, 2024
  • CertifiableDG Public

    Do Domain Generalization Methods Generalize Well? (Workshop on Machine Learning Safety at NeurIPS 2022).

    hammlab/CertifiableDG’s past year of commit activity
    Python 5 0 0 0 Updated Apr 17, 2024
  • RiskAverseDG Public

    On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. (WACV 2024)

    hammlab/RiskAverseDG’s past year of commit activity
    Python 4 0 0 0 Updated Apr 17, 2024
  • TaskTransferAnalysis Public

    Analysis of Task Transferability in Large Pre-trained Classifiers.

    hammlab/TaskTransferAnalysis’s past year of commit activity
    Python 2 0 0 0 Updated Apr 17, 2024
  • bilevel-penalty Public
    hammlab/bilevel-penalty’s past year of commit activity
    Python 12 7 0 0 Updated Feb 19, 2022
  • LimitsOfUDA Public

    Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning. (Neurips 2021)

    hammlab/LimitsOfUDA’s past year of commit activity
    Python 7 1 0 0 Updated Nov 19, 2021
  • PoisoningCertifiedDefenses Public

    How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)

    hammlab/PoisoningCertifiedDefenses’s past year of commit activity
    Python 12 1 0 0 Updated Jul 16, 2021
  • k-beam-minimax Public

    Efficient minimax optimization for deep adversarial learning, and more.

    hammlab/k-beam-minimax’s past year of commit activity
    Python 10 4 0 0 Updated Mar 28, 2019
  • Crowd-ML Public

    Framework for Crowd-sourced Machine Learning

    hammlab/Crowd-ML’s past year of commit activity
    Objective-C 16 Apache-2.0 10 5 0 Updated Jul 3, 2017
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