Kevin Colin

CRAN

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Training Efficiency & Optimization (1)World Models & Planning (1)

Frequent co-authors

Abdelkader Metakalard (1)Fabien Lauer (1)Marion Gilson (1)

Papers (1)

Feb 17, 2026

CRAN3w ago·also SYNALP

Uniform error bounds for quantized dynamical models

Quantization's impact on the statistical complexity of learned dynamical models is now formally linked to hardware constraints via derived error bounds.

Abdelkader Metakalard, Fabien Lauer, Kevin Colin +1

Inference & Quantization Training Efficiency & Optimization World Models & Planning

Search

Kevin Colin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)