Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms. - Alexander Marx 001; Lincen Yang; Matthijs van Leeuwen (SDM, 2021)

Histogram-based Probabilistic Rule Lists for Numeric Targets (short paper). - Lincen Yang; Tim Opdam; Matthijs van Leeuwen (KDID, 2022)

Truly Unordered Probabilistic Rule Sets for Multi-class Classification. - Lincen Yang; Matthijs van Leeuwen (ECML/PKDD (5), 2022)

Unsupervised discretization by two-dimensional MDL-based histogram. - Lincen Yang; Mitra Baratchi; Matthijs van Leeuwen (Mach. Learn., 2023)

Conditional Density Estimation with Histogram Trees. - Lincen Yang; Matthijs van Leeuwen (NeurIPS, 2024)

Probabilistic Truly Unordered Rule Sets. - Lincen Yang; Matthijs van Leeuwen (CoRR, 2024)

Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions. - Zhong Li 002; Qi Huang; Lincen Yang; Jiayang Shi; Zhao Yang; Niki van Stein; Thomas Bäck; Matthijs van Leeuwen (CoRR, 2025)