Author

Goetz Botterweck

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#artificial intelligence Jan 2026

Bayesian-LoRA: Probabilistic Low-Rank Adaptation of Large Language Models

This work reformulates the deterministic LoRA update as a probabilistic low-rank representation inspired by Sparse Gaussian Processes, and identifies a structural isomorphism between LoRA's factorization and Kronecker-factored SGP posteriors, and shows that LoRA emerges as a limiting case when posterior uncertainty col...

Mou-Le Lin, Shu-Hao Guan, Andrea Patane et al. · arXiv.org · 1 citation

#computer vision Open access Jul 2020

Towards a Secure DevOps Approach for Cyber-Physical Systems: An Industrial Perspective

The study shows that, because security is a cross-cutting property in complex CPSs, its proficient management requires system-wide competencies and capabilities across the CPSs development and operation.

P. Abrahamsson, Goetz Botterweck, Hadi Ghanbari et al. · International Journal of Sys... · 14 citations