Efficient Bayesian Updates for Deep Active Learning via Laplace Approximations

Huseljic et al. "Efficient Bayesian Updates for Deep Active Learning via Laplace Approximations." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-05981-9_2

[Huseljic et al. "Efficient Bayesian Updates for Deep Active Learning via Laplace Approximations." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/huseljic2025ecmlpkdd-efficient/) doi:10.1007/978-3-032-05981-9_2

@inproceedings{huseljic2025ecmlpkdd-efficient,
  title     = {{Efficient Bayesian Updates for Deep Active Learning via Laplace Approximations}},
  author    = {Huseljic, Denis and Herde, Marek and Rauch, Lukas and Hahn, Paul and Huang, Zhixin and Kottke, Daniel and Vogt, Stephan and Sick, Bernhard},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {20-35},
  doi       = {10.1007/978-3-032-05981-9_2},
  url       = {https://mlanthology.org/ecmlpkdd/2025/huseljic2025ecmlpkdd-efficient/}
}