3 papers
stat.ML2025
In-Context Learning as Nonparametric Conditional Probability Estimation: Risk Bounds and Optimality
Chenrui Liu, Falong Tan, Chuanlong Xie +2
This paper investigates the expected excess risk of in-context learning (ICL) for multiclass classification. We formalize each task as a sequence of labeled examples followed by a…
physics.flu-dyn2025
Modelling anisotropic Cahn-Hilliard equation with the lattice Boltzmann method
Xinyue Liu, Lei Wang, Chenrui Liu
The anisotropic Cahn-Hilliard equation is often used to model the formation of faceted pyramids on nanoscale crystal surfaces. In comparison to the isotropic Cahn-Hilliard model, t…
eess.SP2024
Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection
Xiuxin Xia, Qun Wang, He Wang +4
The taste electroencephalogram (EEG) evoked by the taste stimulation can reflect different brain patterns and be used in applications such as sensory evaluation of food. However, c…