2 papers
cs.LG2026
Combinatorial Bandit Bayesian Optimization for Tensor Outputs
Jingru Huang, Haijie Xu, Jie Guo +2
Bayesian optimization (BO) has been widely used to optimize expensive and black-box functions across various domains. However, existing BO methods have not addressed tensor-output…
stat.ML2025
Tensor State Space-based Dynamic Multilayer Network Modeling
Tian Lan, Jie Guo, Chen Zhang
Understanding the complex interactions within dynamic multilayer networks is critical for advancements in various scientific domains. Existing models often fail to capture such net…