27 citations · 27 across the 3 of their papers we have counts for
3 papers
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…
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…
Incremental Recursive Ranking Grouping for Large Scale Global Optimization
Marcin Michal Komarnicki, Michal Witold Przewozniczek, Halina Kwasnicka +1
Real-world optimization problems may have a different underlying structure. In black-box optimization, the dependencies between decision variables remain unknown. However, some tec…