Bayesian Nonparametrics meets Data-Driven Robust Optimization

N Bariletto, N Ho - arXiv preprint arXiv:2401.15771, 2024 - arxiv.org
Training machine learning and statistical models often involves optimizing a data-driven risk
criterion. The risk is usually computed with respect to the empirical data distribution, but this …

Machine learning in communications: A road to intelligent transmission and processing

S Wang, GY Li - arXiv preprint arXiv:2407.11595, 2024 - arxiv.org
Prior to the era of artificial intelligence and big data, wireless communications primarily
followed a conventional research route involving problem analysis, model building and …