Non-smooth Bayesian Optimization in Tuning Problems

15 September 2021

Papers citing "Non-smooth Bayesian Optimization in Tuning Problems"

10 / 10 papers shown

Title
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions Arpan Biswas Rama Vasudevan Rohit Pant Ichiro Takeuchi Hiroshi Funakubo Yongtao Liu 24 0 0 18 Sep 2024
Efficient Decision Trees for Tensor Regressions Hengrui Luo Akira Horiguchi Li Ma 35 4 0 04 Aug 2024
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems Younghyun Cho James Demmel Michal Derezinski Haoyun Li Hengrui Luo Michael W. Mahoney Riley Murray 35 5 0 30 Aug 2023
Sharded Bayesian Additive Regression Trees Hengrui Luo M. Pratola 18 6 0 01 Jun 2023
Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization Yin-Ting Liao Hengrui Luo A. Ma 11 3 0 01 Jun 2023
Application Performance Modeling via Tensor Completion Edward Hutter Edgar Solomonik 16 3 0 18 Oct 2022
Nonparametric Multi-shape Modeling with Uncertainty Quantification Hengrui Luo Justin Strait 25 3 0 18 Jun 2022
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization Hengrui Luo Younghyun Cho James Demmel Xin Li Yang Liu 16 7 0 03 Jun 2022
Combining Geometric and Topological Information for Boundary Estimation Hengrui Luo Justin Strait 18 2 0 10 Oct 2019
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 127 391 0 02 Mar 2013