Surrogate modeling for Bayesian optimization beyond a single Gaussian process

27 May 2022

Papers citing "Surrogate modeling for Bayesian optimization beyond a single Gaussian process"

7 / 7 papers shown

Title
ActiveInitSplat: How Active Image Selection Helps Gaussian Splatting Konstantinos D. Polyzos Athanasios Bacharis Saketh Madhuvarasu Nikos Papanikolopoulos Tara Javidi 3DGS 66 0 0 10 Mar 2025
Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model Jinwen Xu Qin Lu Yaakov Bar-Shalom 59 0 0 09 Mar 2025
Dynamic Online Ensembles of Basis Expansions Daniel Waxman Petar M. Djurić 45 5 0 02 May 2024
3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning Athanasios Bacharis Konstantinos D. Polyzos H. J. Nelson G. Giannakis Nikolaos Papanikolopoulos 38 1 0 29 Sep 2023
Weighted Ensembles for Active Learning with Adaptivity Konstantinos D. Polyzos Qin Lu G. Giannakis 25 8 0 10 Jun 2022
Incremental Ensemble Gaussian Processes Qin Lu G. V. Karanikolas G. Giannakis 53 24 0 13 Oct 2021
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 404 0 06 Mar 2017