ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions

von Carratino, Luigi
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 8 of 36 (2022)

KERNEL METHODS THROUGH THE ROOF: HANDLING BILLIONS OF POINTS EFFICIENTLY

von Meanti, Giacomo
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 18 of 27 (2021)

Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times

von Calandriello, Daniele
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 4 of 33 (2023)

NEAR-LINEAR TIME GAUSSIAN PROCESS OPTIMIZATION* WITH ADAPTIVE BATCHING AND RESPARSIFICATION

von Calandriello, Daniele
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 2 of 15 (2021)