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cs.LG2026
Neural Dynamics-Informed Pre-trained Framework for Personalized Brain Functional Network Construction
Hongjie Jiang, Yifei Tang, Shuqiang Wang
Brain activity is intrinsically a neural dynamic process constrained by anatomical space. This leads to significant variations in spatial distribution patterns and correlation patt…
cs.LG2025
Adaptive Estimation and Learning under Temporal Distribution Shift
Dheeraj Baby, Yifei Tang, Hieu Duy Nguyen +2
In this paper, we study the problem of estimation and learning under temporal distribution shift. Consider an observation sequence of length , which is a noisy realization of a…