most citedDynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024

Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations

Tham Yik Foong, Heng Zhang, Mao Po Yuan +1

Input distribution shift presents a significant problem in many real-world systems. Here we present Xenovert, an adaptive algorithm that can dynamically adapt to changes in input d…

cs.AI2023★ 1 cited

Dynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function

Danilo Vasconcellos Vargas, Tham Yik Foong, Heng Zhang

Self-organization is ubiquitous in nature and mind. However, machine learning and theories of cognition still barely touch the subject. The hurdle is that general patterns are diff…