Active learning for data streams: a survey

17 February 2023

Papers citing "Active learning for data streams: a survey"

14 / 14 papers shown

Title
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity Mustafa Burak Gurbuz Xingyu Zheng C. Dovrolis OOD 38 0 0 07 Apr 2025
ALPET: Active Few-shot Learning for Citation Worthiness Detection in Low-Resource Wikipedia Languages Aida Halitaj Arkaitz Zubiaga 47 0 0 05 Feb 2025
An Efficient Outlier Detection Algorithm for Data Streaming Rui Hu Chen Y. Wang 41 1 0 03 Jan 2025
Stream-Based Active Learning for Process Monitoring Christian Capezza A. Lepore Kamran Paynabar 54 0 0 19 Nov 2024
MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learning Sofya Dymchenko Abhishek Purandare Bruno Raffin AI4CE 26 0 0 08 Oct 2024
From Uncertainty to Clarity: Uncertainty-Guided Class-Incremental Learning for Limited Biomedical Samples via Semantic Expansion Yifei Yao Hanrong Zhang 41 1 0 12 Sep 2024
Fair Streaming Feature Selection Zhangling Duan Tianci Li Xingyu Wu Zhaolong Ling Jingye Yang Zhaohong Jia AI4TS 27 0 0 20 Jun 2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Renhe Jiang Weiping Ding Manabu Okumura 44 20 0 01 May 2024
Online Active Learning For Sound Event Detection Mark Lindsey Ankit Shah Francis Kubala R. M. Stern 24 0 0 25 Sep 2023
On the Query Strategies for Efficient Online Active Distillation Michele Boldo Enrico Martini Mirco De Marchi Stefano Aldegheri Nicola Bombieri 19 1 0 04 Sep 2023
Robust online active learning Davide Cacciarelli M. Kulahci J. Tyssedal 11 12 0 01 Feb 2023
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders Davide Cacciarelli M. Kulahci J. Tyssedal 16 8 0 26 Dec 2022
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 113 180 0 19 Oct 2020
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 100 124 0 16 Oct 2020