2 papers
stat.ME2026
Stable Causal Discovery via Directed Acyclic Graph Aggregation
Yunan Wu, Yue Wang, Chunlin Li +1
Directed Acyclic Graphs (DAGs) are central to uncovering causal structure in complex systems, yet learning a single DAG from data is often challenging: model uncertainty, finite sa…
stat.ML2023
The ART of Transfer Learning: An Adaptive and Robust Pipeline
Boxiang Wang, Yunan Wu, Chenglong Ye
Transfer learning is an essential tool for improving the performance of primary tasks by leveraging information from auxiliary data resources. In this work, we propose Adaptive Rob…