Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation

2025 (1)

• Yilin Xie, Shiqiang Zhang, Joel Paulson, Calvin Tsay, Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation, 28th International Conference on Artificial Intelligence and Statistics, 2025