2 papers
cs.AI2026
On the Instance Hardness as a Decision Criterion in TinyML Systems
Tobiasz Puslecki, Krzysztof Walkowiak
TinyML includes the implementation of machine learning on devices with limited memory and computing resources. With the development of technology, AI systems continue to scale in t…
cs.LG2025
On The Dynamic Ensemble Selection for TinyML-based Systems -- a Preliminary Study
Tobiasz Puslecki, Krzysztof Walkowiak
The recent progress in TinyML technologies triggers the need to address the challenge of balancing inference time and classification quality. TinyML systems are defined by specific…