3 papers
stat.ML2026
Scalable Deep Basis Kernel Gaussian Processes
Yunqin Zhu, Henry Shaowu Yuchi, Yao Xie
Learning expressive kernels while retaining tractable inference remains a central challenge in scaling Gaussian processes (GPs) to large and complex datasets. We propose a scalable…
stat.AP2025
Modeling Discrete Coating Degradation Events via Hawkes Processes
Matthew Repasky, Henry Yuchi, Fritz Friedersdorf +1
Forecasting the degradation of coated materials has long been a topic of critical interest in engineering, as it has enormous implications for both system maintenance and sustainab…
stat.ME2025
New User Event Prediction Through the Lens of Causal Inference
Henry Shaowu Yuchi, Shixiang Zhu, Li Dong +2
Modeling and analysis for event series generated by users of heterogeneous behavioral patterns are closely involved in our daily lives, including credit card fraud detection, onlin…