Lincen Yang

16 papers A* 2A 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Flow Matching for Sparse-View CT Reconstruction.
CoRR
Jiayang Shi, Lincen Yang, Zhong Li, Tristan van Leeuwen, Daniël Maria Pelt, Kees Joost Batenburg
2026 J jnl
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules.
J. Am. Medical Informatics Assoc.
Lincen Yang, Siri Lise van der Meijden, M. Sesmu Arbous, Matthijs van Leeuwen
2026 A* conf
Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics.
AAAI
Lincen Yang, Zhong Li, Matthijs van Leeuwen, Saber Salehkaleybar
2025 J jnl
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions.
CoRR
Zhong Li, Qi Huang, Lincen Yang, Jiayang Shi, Zhao Yang, Niki van Stein, Thomas Bäck, Matthijs van Leeuwen
2025 J jnl
Learning Subgroups with Maximum Treatment Effects without Causal Heuristics.
CoRR
Lincen Yang, Zhong Li, Matthijs van Leeuwen, Saber Salehkaleybar
2025 J jnl
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching.
CoRR
Zhong Li, Qi Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Niki van Stein, Matthijs van Leeuwen
2024 A* conf
Conditional Density Estimation with Histogram Trees.
NeurIPS
Lincen Yang, Matthijs van Leeuwen
2024 J jnl
Conditional Density Estimation with Histogram Trees.
CoRR
Lincen Yang, Matthijs van Leeuwen
2024 J jnl
Probabilistic Truly Unordered Rule Sets.
CoRR
Lincen Yang, Matthijs van Leeuwen
2023 J jnl
Unsupervised discretization by two-dimensional MDL-based histogram.
Mach. Learn.
Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen
2022 — conf
Histogram-based Probabilistic Rule Lists for Numeric Targets (short paper).
KDID
Lincen Yang, Tim Opdam, Matthijs van Leeuwen
2022 — conf
Truly Unordered Probabilistic Rule Sets for Multi-class Classification.
ECML/PKDD (5)
Lincen Yang, Matthijs van Leeuwen
2022 J jnl
Truly Unordered Probabilistic Rule Sets for Multi-class Classification.
CoRR
Lincen Yang, Matthijs van Leeuwen
2021 A conf
Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms.
SDM
Alexander Marx, Lincen Yang, Matthijs van Leeuwen
2021 J jnl
Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms.
CoRR
Alexander Marx, Lincen Yang, Matthijs van Leeuwen
2020 J jnl
Unsupervised Discretization by Two-dimensional MDL-based Histogram.
CoRR
Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen