Nature

Novel method of building train and test sets for evaluation of machine learning models related to software bugs assignment

During the development of various types of systems, including software and those related to the hardware part, it is inevitable to make mistakes. In the event of noticing unexpected behavior of the ...
Nature

Robust evaluation of classical and quantum machine learning under noise, imbalance, feature reduction and explainability

Quantum machine learning (QML) has emerged as a promising paradigm for solving complex classification problems by leveraging the computational advantages of quantum systems. While most traditional ...
Forbes

The Importance Of Evaluation In The Reinforcement Learning Revolution

David Shan is the Co-Founder and CTO of Clado, who trains in-house small language models to build the best people search algorithm. We celebrate RL breakthroughs, but behind the hype lies a brittle ...