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Papers matching “active learning” 1,117

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Never too old to learn - Third age adults experience little (self-)ageism or barriers to learning
2022 Social Sciences & Humanities Open article Psychology Aging and Gerontology Research Open access

Emma van Kampen, Floor van den Berg, Merel C. J. Keijzer

11

citations
Skill Learning by Autonomous Robotic Playing Using Active Learning and Exploratory Behavior Composition
2020 Frontiers in Robotics and AI article Engineering Robot Manipulation and Learning Open access

Simon Hangl, Vedran Dunjko, Hans J. Briegel, Justus Piater

21

citations
Is Active Learning Green? An Empirical Study
2023 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Shirin Salehi, Anke Schmeink

3

citations
Active Learning with Alternating Acquisition Functions: Balancing the Exploration-Exploitation Dilemma
2024 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Cédric Jung, Shirin Salehi, Anke Schmeink

1

citations
Personalized anomaly detection using deep active learning
2023 RAS Techniques and Instruments article Computer Science Anomaly Detection Techniques and Applications Open access

Alireza Vafaei Sadr, Bruce A. Bassett, Emmanuel Sekyi

5

citations
Active Learning with Pre-trained Language Models for Named Entity Recognition in Requirements Engineering
2024 Procedia CIRP article Computer Science Topic Modeling Open access cited by 1 patent

Michael Riesener, Maximilian Kühn, S. Schümmelfeder, Johannes J. Norheim, Eric Rebentisch, Günther Schuh

6

citations
RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Clément Scherding, Denis Sipp, Peter J. Schmid, Taraneh Sayadi

3

citations
Annotator-Centric Active Learning for Subjective NLP Tasks
2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Machine Learning and Algorithms Open access

Michiel van der Meer, Neele Falk, Pradeep Kumar Murukannaiah, Enrico Liscio

5

citations
Annotator-Centric Active Learning for Subjective NLP Tasks
2024 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Michiel van der Meer, Neele Falk, Pradeep Kumar Murukannaiah, Enrico Liscio

1

citations
Conformal Cross-Modal Active Learning
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Huy Hoang Nguyen, Cédric Jung, Shirin Salehi, Tobias Glück, Anke Schmeink, Andreas Kugi

0

citations
SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing
2021 Frontiers in Research Metrics and Analytics review Decision Sciences Meta-analysis and systematic reviews Open access

Max van Haastrecht, Injy Sarhan, Bilge Yiğit Özkan, Matthieu J. S. Brinkhuis, Marco René Spruit

82

citations
Performance comparison between model-based and machine learning approaches for the automated active alignment of FAC-lenses
2020 conference-paper Engineering Advanced optical system design

Maximilian Hoeren, Daniel Zontar, Armin Tavakolian, Susanne Ehret, Temirlan Mussagaliyev, Christian Brecher

2

citations
Active Learning for Biodiversity Monitoring: From Label Efficiency to Reliable Ecological Inference
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Ben McEwen, Shiqi Zhang, Dan Stowell

0

citations
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis
2026 IEEE Journal of Selected Topics in Signal Processing article Computer Science Machine Learning and Algorithms Open access

Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning
2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access

Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more

49

citations
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection
2023 arXiv (Cornell University) preprint Computer Science Information Retrieval and Search Behavior Open access

Sophia Althammer, Guido Zuccon, Sebastian Hofstätter, Suzan Verberne, Allan Hanbury

0

citations
Bayesian active learning for parameter calibration of landslide run-out models
2022 Landslides article Environmental Science Landslides and related hazards Open access

Hu Zhao, Julia Kowalski

20

citations
Efficient probabilistic parameter calibration of landslide run-out models via Bayesian active learning
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Hu Zhao, Julia Kowalski

0

citations
Fully Automated Global Powertrain Optimization for Electric Truck Using Active Learning Algorithm and Backwards Simulation Approach
2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies

Bicheng Chen, Christoph Wellmann, Feihong Xia, René Savelsberg, Jakob Andert, Stefan Pischinger

2

citations
Data Assimilation for Transonic Flows Integrating Reduced-Order Models and Active Learning
2025 AIAA Journal article Physics and Astronomy Model Reduction and Neural Networks

Zhen Tang, Jiaqing Kou, Wenfeng Li, Weiwei Zhang, Matthias H. Meinke, Wolfgang Schröder

1

citations
Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers
2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

Pavle Milicevic, Sebastian Stemmler, Okyay Altay

0

citations
Graph neural network-based multi-agent reinforcement learning for active voltage control: Performance and topology robustness
2026 Energy and AI article Engineering Optimal Power Flow Distribution Open access

Chijioke Eze, Chetan Prakash, Antonello Monti

1

citations
Graph Neural Network-Based Multi-Agent Reinforcement Learning for Active Voltage Control: Performance and Topology Robustness
2025 SSRN Electronic Journal preprint Engineering Optimal Power Flow Distribution Open access

Chijioke Eze, Chetan Prakash, Antonello Monti

0

citations
Active galactic nucleus–host galaxy photometric decomposition using a fast, accurate, and precise deep learning approach
2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Berta Margalef-Bentabol, Lingyu Wang, N. Pandolfo, Antonio La Marca, Vicente Rodríguez-Gómez

4

citations
Deep Reinforcement Learning for Modeling Market-Oriented Grid User Behavior in Active Distribution Grids
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Smart Grid Energy Management

Jacob Tran, Lutz Gajewski, Nitty Varghese, P. Pfeifer, Simon Krahl, Albert Moser

3

citations