Tan, Yan Shuo

5 publications

NeurIPS 2025 Bayesian Concept Bottleneck Models with LLM Priors Jean Feng, Avni Kothari, Lucas Zier, Chandan Singh, Yan Shuo Tan
ICLRW 2025 Bayesian Concept Bottleneck Models with LLM Priors Jean Feng, Avni Kothari, Lucas Zier, Chandan Singh, Yan Shuo Tan
JMLR 2023 Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-Smooth, Non-Convex Phase Retrieval Yan Shuo Tan, Roman Vershynin
ICML 2022 Hierarchical Shrinkage: Improving the Accuracy and Interpretability of Tree-Based Models. Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu
COLT 2018 Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods Yan Shuo Tan, Roman Vershynin