Nyström Attention Matches Full Attention for Cross-Sectional Stock Prediction

By Kunhan Guo

Published 2026-09-08

Everscope rating

1746.8

Relevance to quantitative trading

9 / 10

Implementation complexity

6 / 10

Reproducibility

4 / 5

About this paper

Methodology: Systematic Decomposition and Nyström Low-Rank Attention Approximation. Problem types: Ranking, Time Series Forecasting, Regression, Dimensionality Reduction, Optimization.

arXiv:2609.08106 · Paper rankings

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