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@machinelearningnuremberg

ML Nuremberg

Machine Learning Lab @ University of Technology Nuremberg

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  1. WellTunedSimpleNets Public

    [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

    Python 85 15

  2. QuickTune Public

    [ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

    Python 32 5

  3. HPO-B Public

    [NeurIPS DBT 2021] HPO-B

    Python 31 8

  4. DeepPipe Public

    [KDD 2023] Deep Pipeline Embeddings for AutoML

    Python 16 2

  5. DPL Public

    [NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

    Python 16 3

  6. DyHPO Public

    [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

    Python 13 1

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