Publications

arXiv • 2026

SLORR: Simple and Efficient In-Training Low-Rank Regularization

David González-Martínez, Shiwei Liu

PDF Code DOI

BibTeX

@misc{gonzalezmartinez2026slorr,
  title        = {SLORR: Simple and Efficient In-Training Low-Rank Regularization},
  author       = {David González-Martínez and Shiwei Liu},
  year         = {2026},
  eprint       = {2607.08754},
  archivePrefix= {arXiv},
  primaryClass = {cs.LG},
  doi          = {10.48550/arXiv.2607.08754}
}

arXiv • 2025

BALF: Budgeted Activation-Aware Low-Rank Factorization for Fine-Tuning-Free Model Compression

David González-Martínez

PDF Code DOI

BibTeX

@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}
}