Papers citing 'Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization'

Title
Generalized Kernelized Bandits: A Novel Self-Normalized Bernstein-Like Dimension-Free Inequality and Regret Bounds Alberto Maria Metelli Simone Drago Marco Mussi 101 2 0 03 Aug 2025
A Structured Tour of Optimization with Finite Differences Marco Rando C. Molinari Lorenzo Rosasco S. Villa 324 0 0 26 May 2025
Bayesian Optimization by Kernel Regression and Density-based Exploration Tansheng Zhu Hongyu Zhou Ke Jin Xusheng Xu Qiufan Yuan Lijie Ji 1.0K 1 0 10 Feb 2025
Iterative regularization in classification via hinge loss diagonal descentInverse Problems (IP), 2022 Vassilis Apidopoulos T. Poggio Lorenzo Rosasco S. Villa 184 2 0 24 Dec 2022
Global Optimization with Parametric Function ApproximationInternational Conference on Machine Learning (ICML), 2022 Chong Liu Yu Wang 351 7 0 16 Nov 2022
Optimistic Optimization of Gaussian Process Samples Julia Grosse Cheng Zhang Philipp Hennig GP 198 0 0 02 Sep 2022
Stochastic Zeroth order Descent with Structured DirectionsComputational optimization and applications (Comput. Optim. Appl.), 2022 Marco Rando C. Molinari S. Villa Lorenzo Rosasco 202 12 0 10 Jun 2022