Researcher profile

Peter Schneider-Kamp

2 papers in the PaperMetrix corpus

Publications

Papers by this author

repAIrC: A Tool for Ensuring Data Consistency - By Means of Active Integrity Constraints

2015

Consistency of knowledge repositories is of prime importance in organization management. Integrity constraints are a well-known vehicle for specifying data consistency requirements in knowledge bases; in particular, active integrity constraints go one step further, allowing …
Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models?

2025

Large language models (LLMs) require immense resources for training and inference.Quantization, a technique that reduces the precision of model parameters, offers a promising solution for improving LLM efficiency and sustainability.While post-training quantization methods typically achieve …