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stat.ML2025
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★ 1 cited
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…