Lincen Yang

According to our database, Lincen Yang authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions.

Zhong Li, Qi Huang, Lincen Yang, Jiayang Shi, Zhao Yang, Niki van Stein, Thomas Bäck, Matthijs van Leeuwen

CoRR, February, 2025

2024

Probabilistic Truly Unordered Rule Sets.

Lincen Yang, Matthijs van Leeuwen

CoRR, 2024

Conditional Density Estimation with Histogram Trees.

Lincen Yang, Matthijs van Leeuwen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Unsupervised discretization by two-dimensional MDL-based histogram.

Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen

Mach. Learn., July, 2023

2022

Truly Unordered Probabilistic Rule Sets for Multi-class Classification.

Lincen Yang, Matthijs van Leeuwen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Histogram-based Probabilistic Rule Lists for Numeric Targets (short paper).

Lincen Yang, Tim Opdam, Matthijs van Leeuwen

Proceedings of the 20th anniversary Workshop on Knowledge Discovery in Inductive Databases co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022 (ECMLPKDD 2022), 2022

2021

Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms.

Alexander Marx, Lincen Yang, Matthijs van Leeuwen

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021