Tianyu Yang
2 papers · Latest:
Statistical Machine Learning
A Novel Computational Framework for Causal Inference: Tree-Based Discretization with ILP-Based Matching
This paper introduces a novel framework for causal inference using tree-based discretization and ILP matching, achieving efficient and less biased ATT estimates.
2604.27307
Machine LearningUnifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing
SRPO unifies GRPO and SDPO, routing samples for targeted correction and stable training, achieving superior performance and efficiency in RLVR.
2604.02288
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