Eibe Frank
University of Waikato
H-index: 71
Oceania-New Zealand
Top articles of Eibe Frank
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Feature extractor stacking for cross-domain few-shot learning | Machine Learning | Hongyu Wang Eibe Frank Bernhard Pfahringer Michael Mayo Geoffrey Holmes | 2024/1 |
Eliciting Informative Priors by Modeling Expert Decision Making | Decision Analysis | Julia R Falconer Eibe Frank Devon LL Polaschek Chaitanya Joshi | 2023/9/15 |
Augmenting NIR Spectra in deep regression to improve calibration | Chemometrics and Intelligent Laboratory Systems | Mark Wohlers Andrew McGlone Eibe Frank Geoffrey Holmes | 2023/9/15 |
Image Classification Using Class-Agnostic Object Detection | Geoffrey Holmes Eibe Frank Dale Fletcher | 2023/6/1 | |
Self-trained Centroid Classifiers for Semi-supervised Cross-domain Few-shot Learning | Hongyu Wang Eibe Frank Bernhard Pfahringer Geoffrey Holmes | 2023/11/20 | |
Large scale K-means clustering using GPUs | Data Mining and Knowledge Discovery | Mi Li Eibe Frank Bernhard Pfahringer | 2023/1 |
teex: A toolbox for the evaluation of explanations | Neurocomputing | Jesús M Antoñanzas Yunzhe Jia Eibe Frank Albert Bifet Bernhard Pfahringer | 2023/10/28 |
Showcasing the TAIAO project: providing resources for machine learning from images of New Zealand's natural environment | Journal of the Royal Society of New Zealand | Nick Lim Albert Bifet Daniel Bull Eibe Frank Yunzhe Jia | 2023/1/1 |
Bridging the gap between offline and online continual learning | Yaqian Zhang Eibe Frank Bernhard Pfahringer Albert Bifet | 2023/10/13 | |
Efficiently correcting machine learning: considering the role of example ordering in human-in-the-loop training of image classification models | Geoff Holmes Eibe Frank Dale Fletcher Corey Sterling | 2022/3/22 | |
A simple but strong baseline for online continual learning: Repeated augmented rehearsal | Advances in Neural Information Processing Systems | Yaqian Zhang Bernhard Pfahringer Eibe Frank Albert Bifet Nick Jin Sean Lim | 2022/12/6 |
Bandwidth-Optimal Random Shuffling for GPUs | ACM Transactions on Parallel Computing | Rory Mitchell Daniel Stokes Eibe Frank Geoffrey Holmes | 2022/1/31 |
Repeated augmented rehearsal: a simple but strong baseline for online continual learning | Yaqian Zhang Bernhard Pfahringer Eibe Frank Albert Bifet Nick Jin Sean Lim | 2022/11/28 | |
Sampling permutations for Shapley value estimation | Journal of Machine Learning Research | Rory Mitchell Joshua Cooper Eibe Frank Geoffrey Holmes | 2022 |
Hitting the target: Stopping active learning at the cost-based optimum | Machine Learning | Zac Pullar-Strecker Katharina Dost Eibe Frank Jörg Wicker | 2022/10/14 |
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles | PeerJ Computer Science | Rory Mitchell Eibe Frank Geoffrey Holmes | 2022 |
Methods for Eliciting Informative Prior Distributions: A Critical Review | Julia R Falconer Eibe Frank Devon LL Polaschek Chaitanya Joshi | 2022/9 | |
Experiments in cross-domain few-shot learning for image classification | Journal of the Royal Society of New Zealand | Hongyu Wang Henry Gouk Huon Fraser Eibe Frank Bernhard Pfahringer | 2022/4/5 |
Closed-loop Control for Online Continual Learning | Yaqian Zhang Eibe Frank Bernhard Pfahringer Albert Bifet Nick Jin Sean Lim | 2021/9/29 | |
The DFUC 2020 dataset: Analysis towards diabetic foot ulcer detection | Bill Cassidy Neil D Reeves Joseph M Pappachan David Gillespie Claire O’Shea | 2021/4 |
Co-Authors
