Gone Fishing: Neural Active Learning with Fisher Embeddings

Gone Fishing: Neural Active Learning with Fisher Embeddings

17 June 2021

A. Krishnamurthy

Papers citing "Gone Fishing: Neural Active Learning with Fisher Embeddings"

13 / 63 papers shown

Title
Improved Algorithms for Neural Active Learning Yikun Ban Yuheng Zhang Hanghang Tong A. Banerjee Jingrui He AI4TS 36 11 0 02 Oct 2022
CEREAL: Few-Sample Clustering Evaluation Nihal V. Nayak Ethan R. Elenberg Clemens Rosenbaum 16 0 0 30 Sep 2022
Unifying Approaches in Active Learning and Active Sampling via Fisher Information and Information-Theoretic Quantities Andreas Kirsch Y. Gal FedML 22 21 0 01 Aug 2022
Neural Design for Genetic Perturbation Experiments Aldo Pacchiano Drausin Wulsin Robert A. Barton L. Voloch 19 4 0 26 Jul 2022
Deep Active Learning with Noise Stability Xingjian Li Pengkun Yang Mingkun Xu Xueying Zhan Tianyang Wang Dejing Dou Chengzhong Xu UQCV 11 12 0 26 May 2022
A Framework and Benchmark for Deep Batch Active Learning for Regression David Holzmüller Viktor Zaverkin Johannes Kastner Ingo Steinwart UQCV BDL GP 18 34 0 17 Mar 2022
A Lagrangian Duality Approach to Active Learning Juan Elenter Navid Naderializadeh Alejandro Ribeiro 14 20 0 08 Feb 2022
GALAXY: Graph-based Active Learning at the Extreme Jifan Zhang Julian Katz-Samuels Robert D. Nowak 11 29 0 03 Feb 2022
Anti-Concentrated Confidence Bonuses for Scalable Exploration Jordan T. Ash Cyril Zhang Surbhi Goel A. Krishnamurthy Sham Kakade 15 6 0 21 Oct 2021
Multi-Domain Active Learning: Literature Review and Comparative Study Ruidan He Shengcai Liu Shan He Ke Tang OOD 19 14 0 25 Jun 2021
Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning Andreas Kirsch Sebastian Farquhar Parmida Atighehchian Andrew Jesson Frederic Branchaud-Charron Y. Gal 28 20 0 22 Jun 2021
Test Distribution-Aware Active Learning: A Principled Approach Against Distribution Shift and Outliers Andreas Kirsch Tom Rainforth Y. Gal OOD TTA 17 22 0 22 Jun 2021
Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle J. Woo 20 11 0 30 May 2021