De-paradox Tree: Breaking Down Simpson's Paradox via A Kernel-Based Partition Algorithm

Xian Teng, Yu-Ru Lin

Real-world observational datasets and machine learning have revolutionized data-driven decision-making, yet many models rely on empirical associations that may be misleading due to…