Paulson, Joel

3 publications

AISTATS 2025 Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation Yilin Xie, Shiqiang Zhang, Joel Paulson, Calvin Tsay

NeurIPSW 2024 TR-BEACON: Shedding Light on Efficient Behavior Discovery in High-Dimensional Spaces with Bayesian Novelty Search over Trust Regions Wei-Ting Tang, Ankush Chakrabarty, Joel Paulson

NeurIPSW 2023 Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces Farshud Sorourifar, Thomas Banker, Joel Paulson