Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning

22 June 2021

Papers citing "Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning"

5 / 5 papers shown

Title
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Hechuan Wen Tong Chen Mingming Gong Li Kheng Chai S. Sadiq Hongzhi Yin CML 56 0 0 08 May 2025
MALADY: Multiclass Active Learning with Auction Dynamics on Graphs Gokul Bhusal Kevin Miller E. Merkurjev 30 0 0 14 Sep 2024
Active Learning for Neural PDE Solvers Daniel Musekamp Marimuthu Kalimuthu David Holzmüller Makoto Takamoto Carlos Fernandez AI4CE 41 4 0 02 Aug 2024
Speeding Up BatchBALD: A k-BALD Family of Approximations for Active Learning Andreas Kirsch BDL 14 2 0 23 Jan 2023
Unifying Approaches in Active Learning and Active Sampling via Fisher Information and Information-Theoretic Quantities Andreas Kirsch Y. Gal FedML 19 21 0 01 Aug 2022