publications.bib

@inproceedings{haas2024effective,
title={{$\boldsymbol{\mu}\mathbf{P^2}$}: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling},
author={Moritz Haas and Jin Xu and Volkan Cevher and Leena Chennuru Vankadara},
booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},
year={2024},
url={https://openreview.net/forum?id=pR5g1bBqoV}
}

@inproceedings{
featurelearning-ssms,
title={On Feature Learning in Structured State Space Models},
author={Leena Chennuru Vankadara* and Jin Xu* and Moritz Haas and Volkan Cevher},
booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},
year={2024},
url={https://openreview.net/forum?id=aQv5AbN1wF}
}

@inproceedings{haas2023mindthespikes,
 author = {Haas, Moritz and Holzm\"{u}ller, David and Luxburg, Ulrike and Steinwart, Ingo},
 booktitle = {Advances in Neural Information Processing Systems},
 pages = {20763--20826},
 title = {Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension},
 url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/421f83663c02cdaec8c3c38337709989-Paper-Conference.pdf},
 volume = {36},
 year = {2023}
}

@article{haas2023pitfalls,
  title={Pitfalls of climate network construction—a statistical perspective},
  author={Haas, Moritz and Goswami, Bedartha and von Luxburg, Ulrike},
  journal={Journal of Climate},
  volume={36},
  number={10},
  pages={3321--3342},
  year={2023}
}

@article{haas2020statistical,
  title={Statistical analysis of wasserstein gans with applications to time series forecasting},
  author={Haas, Moritz and Richter, Stefan},
  journal={arXiv:2011.03074},
  year={2020}
}