Get started
Keyword

coreset selection

Description: The task of selecting a representative subset of data points to approximate a larger dataset, often for efficient machine learning.
OpenAlex ID: keywords/coreset-selection
Active Learning for Convolutional Neural Networks: A Core-Set Approach
2017 · Sener, Ozan, Savarese, Silvio · arXiv (Cornell University) · 922
PDF
Introducing the Geneva Multimodal expression corpus for experimental research on emotion perception.
2011 · Tanja Bänziger, Marcello Mortillaro, et al. · Emotion · 439
Active Learning for Convolutional Neural Networks: A Core-Set Approach
2018 · Ozan Şener, Silvio Savarese · International Conference on Learning Representations · 422
PowerCore: a program applying the advanced M strategy with a heuristic search for establishing core sets
2007 · Kyu-Won Kim, Hun-Ki Chung, et al. · Bioinformatics · 311
PDF
Contextual Diversity for Active Learning
2020 · Sharat Agarwal, Himanshu Arora, et al. · Lecture notes in computer science · 176
PDF
Data-efficient Fine-tuning for LLM-based Recommendation
2024 · Xinyu Lin, Wenjie Wang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 163
PDF
Assessing the contribution of breeds to genetic diversity in conservation schemes
2002 · Herwin Eding, Richard P.M.A. Crooijmans, et al. · Genetics Selection Evolution · 131
PDF
Coresets for Data-efficient Training of Machine Learning Models
2019 · Mirzasoleiman, Baharan, Bilmes, Jeff, et al. · arXiv (Cornell University) · 116
PDF
Selection via Proxy: Efficient Data Selection for Deep Learning
2019 · Coleman, Cody, Yeh, Christopher, et al. · arXiv (Cornell University) · 114
PDF
DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning
2022 · Chengcheng Guo, Bo Zhao, et al. · Lecture notes in computer science · 108
PDF
Cost-Sensitive Active Learning for Intracranial Hemorrhage Detection
2018 · Weicheng Kuo, Christian Häne, et al. · Lecture notes in computer science · 103
PDF
Online Coreset Selection for Rehearsal-based Continual Learning
2021 · Yoon, Jaehong, Madaan, Divyam, et al. · arXiv (Cornell University) · 58
PDF
Comparison Between Core Set Selection Methods Using Different Illumina Marker Platforms: A Case Study of Assessment of Diversity in Wheat
2020 · Behnaz Soleimani, Heike Lehnert, et al. · Frontiers in Plant Science · 57
PDF
Small-GAN: Speeding Up GAN Training Using Core-sets
2019 · Sinha, Samarth, Zhang, Han, et al. · arXiv (Cornell University) · 56
PDF
Characterization of Genetic Diversity Conserved in the Gene Bank for Dutch Cattle Breeds
2019 · Anouk E. van Breukelen, Harmen P. Doekes, et al. · Diversity · 52
PDF
Coresets for Robust Training of Deep Neural Networks against Noisy Labels.
2020 · Baharan Mirzasoleiman, Kaidi Cao, et al. · arXiv (Cornell University) · 50
GRAIN
2021 · Wentao Zhang, Zhi Yang, et al. · Proceedings of the VLDB Endowment · 39
PDF
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data
2023 · Chengliang Chai, Jiabin Liu, et al. · Proceedings of the ACM on Management of Data · 38
PDF
Selection of Stratified Core Sets Representing Wild Apple (Malus sieversii)
2009 · Christopher M. Richards, Gayle M. Volk, et al. · Journal of the American Society for Horticultural Science · 38
PDF
CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data Centers✱
2024 · Jieming Bian, Lei Wang, et al. · 35
PDF
In Defense of Core-set: A Density-aware Core-set Selection for Active Learning
2022 · Yeachan Kim, Bonggun Shin · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 33
PDF
Finding Support Examples for In-Context Learning
2023 · Xiaonan Li, Xipeng Qiu · 30
PDF
Linear methods to estimate kinships from genetic marker data for the construction of core sets in genetic conservation schemes
2003 · H. Eding, T. H. E. Meuwissen · Journal of Animal Breeding and Genetics · 30
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning
2021 · Killamsetty, Krishnateja, Zhao, Xujiang, et al. · arXiv (Cornell University) · 29
PDF
Genetic analysis of walnut cultivars from southwest China: Implications for germplasm improvement
2021 · Moses C. Wambulwa, Peng-Zhen Fan, et al. · Acta Botanica Yunnanica · 28
Works count: 369
Citation count: 4,204
Year
Topic
Type