2 papers
cs.LG2026
MOSAIC-SR: Transformer-Guided Symbolic Regression for Scientific Equation Recovery
Peiyi Zheng, Yanming Kang, Hans De Sterck +1
Symbolic regression aims to recover closed-form equations from observations, providing interpretable models for scientific discovery. Existing approaches struggle to combine flexib…
cs.CL2023
Fast Multipole Attention: A Scalable Multilevel Attention Mechanism for Text and Images
Yanming Kang, Giang Tran, Hans De Sterck
While Transformer networks benefit from a global receptive field, their quadratic cost relative to sequence length restricts their application to long sequences and high-resolution…