The optimal hyperparameters you chose might actually be luck

After testing 100 hyperparameter candidates, the best accuracy was 92.5%. But is that value really "optimal"? In reality, it ...
Nature

Self-driving laboratories in industry

Self-driving laboratories, which combine robotics and artificial intelligence to autonomously plan and run experiments, are being used to accelerate research.
Investopedia

Mastering Prior Probability in Bayesian Statistics with Bayes’ Theorem

Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...
生物通

符号回归在医疗可解释机器学习中的应用导论

过去十年间，机器学习在医学领域扮演着日益重要的角色。然而，许多正在开发和部署的最先进模型缺乏透明度，限制了其融入临床决策过程，并引发了对患者安全的担忧。在此，研究人员呼吁关注符号回归（symbolic regression, SR）——一种在很大程度上被忽视的 ...