GitHub / machinelearningnuremberg 2 projects

ML Nuremberg

Machine Learning Lab @ University of Technology Nuremberg

https://www.utn.de/departments/department-engineering/machine-learning-lab/

Projects

Updated 10 months ago

dpl • Science 44%

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

benchmark computer-vision deep-learning hpo hyperparameter-optimization hyperparameter-tuning large-language-models llm machine-learning mlp natural-language-processing neurips neurips-2023 power-laws scaling-laws tabular-data transformer

Updated 9 months ago

https://github.com/machinelearningnuremberg/deeprankingensembles • Science 23%

[ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization

bayesian-optimization deep-ensemble deep-learning hyperparameter-optimization meta-learning ranking-loss transfer-hpo transfer-learning

ecosyste.ms

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Open Source Science

GitHub / machinelearningnuremberg 2 projects

Projects

dpl • Science 44%

https://github.com/machinelearningnuremberg/deeprankingensembles • Science 23%