Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels

16 June 2023

Papers citing "Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels"

5 / 5 papers shown

Title
Rapid AI-based generation of coverage paths for dispensing applications Simon Baeuerle Ian F. Mendonca Kristof Van Laerhoven Ralf Mikut Andreas Steimer 24 0 0 06 May 2025
Sparse Gaussian Neural Processes Tommy Rochussen Vincent Fortuin BDL UQCV 61 0 0 02 Apr 2025
Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions Cen-You Li Marc Toussaint Barbara Rakitsch Christoph Zimmer OffRL 155 0 0 26 Jan 2025
Batch Active Learning in Gaussian Process Regression using Derivatives Hon Sum Alec Yu Christoph Zimmer D. Nguyen-Tuong GP 28 1 0 03 Aug 2024
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes Markus Lange-Hegermann Christoph Zimmer AI4TS 47 0 0 17 May 2024