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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.LG2023★ 1 cited
Symmetrical SyncMap for Imbalanced General Chunking Problems
Heng Zhang, Danilo Vasconcellos Vargas
Recently, SyncMap pioneered an approach to learn complex structures from sequences as well as adapt to any changes in underlying structures. This is achieved by using only nonlinea…