David González-Martínez

I’m David González-Martínez, a ML researcher and M.Sc. student at the University of Tübingen and a student research assistant at the Max Planck Institute for Intelligent Systems, working at the WEI Lab under the supervision of Dr. Shiwei Liu.

I am interested in finding and/or answering questions that have the potential of helping make ML better. I am particularly interested in two angles: models that perform better, and more efficient models.

Featured publications

@misc{gonzalez-martinez2025balf,
  title        = {BALF: Budgeted Activation-Aware Low-Rank Factorization for Fine-Tuning-Free Model Compression},
  author       = {David González-Martínez},
  year         = {2025},
  eprint       = {2509.25136},
  archivePrefix= {arXiv},
  primaryClass = {cs.LG},
  doi          = {10.48550/arXiv.2509.25136}
}

For a complete list of publications, please see my publications page.