Active Learning for Regression with Aggregated Outputs

4 October 2022

Papers citing "Active Learning for Regression with Aggregated Outputs"

6 / 6 papers shown

Title
Bayesian Batch Active Learning as Sparse Subset Approximation Robert Pinsler Jonathan Gordon Eric T. Nalisnick José Miguel Hernández-Lobato UQCV 44 132 0 06 Aug 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs Yusuke Tanaka Toshiyuki Tanaka Tomoharu Iwata Takeshi Kurashima Maya Okawa Yasunori Akagi Hiroyuki Toda 41 27 0 19 Jul 2019
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning Andreas Kirsch Joost R. van Amersfoort Y. Gal FedML 77 627 0 19 Jun 2019
Refining Coarse-grained Spatial Data using Auxiliary Spatial Data Sets with Various Granularities Yusuke Tanaka Tomoharu Iwata Toshiyuki Tanaka Takeshi Kurashima Maya Okawa Hiroyuki Toda 41 14 0 21 Sep 2018
Variational Learning on Aggregate Outputs with Gaussian Processes H. Law Dino Sejdinovic E. Cameron T. Lucas Seth Flaxman K. Battle Kenji Fukumizu 44 38 0 22 May 2018
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 64 1,731 0 08 Mar 2017