Search results for "Coreset"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
83	Dan Feldman, Amos Fiat, Haim Kaplan, Kobbi Nissim	Private coresets.	STOC	2009	DBLP DOI BibTeX RDF	privacy, differential privacy, coresets
83	John Hershberger 0001, Subhash Suri	Simplified Planar Coresets for Data Streams.	SWAT	2008	DBLP DOI BibTeX RDF
62	Dan Feldman, Morteza Monemizadeh, Christian Sohler	A PTAS for k-means clustering based on weak coresets.	SCG	2007	DBLP DOI BibTeX RDF	approximation, k-mean, geometric optimization, coresets
43	Xunkai Wei, Yinghong Li 0003	Theoretical Analysis of a Rigid Coreset Minimum Enclosing Ball Algorithm for Kernel Regression Estimation.	ISNN (1)	2008	DBLP DOI BibTeX RDF
43	Xunkai Wei, Rob Law 0001, Lei Zhang, Yue Feng, Yan Dong, Yinghong Li 0003	A fast coreset minimum enclosing ball kernel machines.	IJCNN	2008	DBLP DOI BibTeX RDF
41	Marcel R. Ackermann, Johannes Blömer	Coresets and approximate clustering for Bregman divergences.	SODA	2009	DBLP DOI BibTeX RDF
41	Bernd Gärtner, Martin Jaggi	Coresets for polytope distance.	SCG	2009	DBLP DOI BibTeX RDF	polytope distance, support vector machines, approximation algorithms, kernel methods, sparsity, geometric optimization, coresets
41	Stefan Funke, Sören Laue, Rouven Naujoks, Zvi Lotker	Power Assignment Problems in Wireless Communication: Covering Points by Disks, Reaching few Receivers Quickly, and Energy-Efficient Travelling Salesman Tours.	DCOSS	2008	DBLP DOI BibTeX RDF
41	Sariel Har-Peled, Akash Kushal	Smaller Coresets for k-Median and k-Means Clustering.	Discret. Comput. Geom.	2007	DBLP DOI BibTeX RDF
41	Artur Czumaj, Christian Sohler	Small Space Representations for Metric Min-Sum k -Clustering and Their Applications.	STACS	2007	DBLP DOI BibTeX RDF
41	Sariel Har-Peled, Akash Kushal	Smaller coresets for k-median and k-means clustering.	SCG	2005	DBLP DOI BibTeX RDF	clustering, coresets
36	Sariel Har-Peled, Soham Mazumdar	On coresets for k-means and k-median clustering.	STOC	2004	DBLP DOI BibTeX RDF	clustering, streaming, k-means, k-median, Coreset
22	Mohammad Jafari, Yimeng Zhang, Yihua Zhang, Sijia Liu	The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection.	CoRR	2024	DBLP DOI BibTeX RDF
22	Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh K. Iyer, Ganesh Ramakrishnan	Gradient Coreset for Federated Learning.	CoRR	2024	DBLP DOI BibTeX RDF
22	Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang 0007, Hongyuan Zhu, Shin'ichi Satoh 0001	Contributing Dimension Structure of Deep Feature for Coreset Selection.	CoRR	2024	DBLP DOI BibTeX RDF
22	Mark de Berg, Leonidas Theocharous	A Coreset for Approximate Furthest-Neighbor Queries in a Simple Polygon.	CoRR	2024	DBLP DOI BibTeX RDF
22	Jiefu Chen, Tong Chen, Xing Xu 0001, Jingran Zhang, Yang Yang 0002, Heng Tao Shen	Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video Recognition.	IEEE Trans. Inf. Forensics Secur.	2024	DBLP DOI BibTeX RDF
22	Weiwei Xiao, Yongyong Chen, Qiben Shan, Yaowei Wang, Jingyong Su	Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection.	AAAI	2024	DBLP DOI BibTeX RDF
22	Ragesh Jaiswal, Amit Kumar 0001	Universal Weak Coreset.	AAAI	2024	DBLP DOI BibTeX RDF
22	Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang 0007, Hongyuan Zhu, Shin'ichi Satoh 0001	Contributing Dimension Structure of Deep Feature for Coreset Selection.	AAAI	2024	DBLP DOI BibTeX RDF
22	Ciprian-Mihai Ceausescu, Bogdan Alexe, Riccardo Volpi	Coreset Based Medical Image Anomaly Detection and Segmentation.	VISIGRAPP (4): VISAPP	2024	DBLP DOI BibTeX RDF
22	Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh K. Iyer, Ganesh Ramakrishnan	Gradient Coreset for Federated Learning.	WACV	2024	DBLP DOI BibTeX RDF
22	Naitong Chen, Trevor Campbell	Coreset Markov chain Monte Carlo.	AISTATS	2024	DBLP BibTeX RDF
22	Nguyen Le Hoang, Tran Khanh Dang	Enhancing Big Data Conversion Validation with Alpha-Lightweight Coreset.	SN Comput. Sci.	2023	DBLP DOI BibTeX RDF
22	Jiping Zheng 0001, Wei Ma, Yanhao Wang 0001, Xiaoyang Wang 0002	Continuous k-Regret Minimization Queries: A Dynamic Coreset Approach.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
22	Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng	Efficient Quantization-aware Training with Adaptive Coreset Selection.	CoRR	2023	DBLP DOI BibTeX RDF
22	Rainie Bozzai, Thomas Rothvoss	Stronger Coreset Bounds for Kernel Density Estimators via Chaining.	CoRR	2023	DBLP DOI BibTeX RDF
22	Jinxiang Gan, Mordecai J. Golin, Zonghan Yang, Yuhao Zhang 0001	Fair k-Center: a Coreset Approach in Low Dimensions.	CoRR	2023	DBLP DOI BibTeX RDF
22	Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Tong Zhang 0001	Probabilistic Bilevel Coreset Selection.	CoRR	2023	DBLP DOI BibTeX RDF
22	Yiming Huang, Huiyuan Wang, Yuxuan Du, Xiao Yuan	Coreset selection can accelerate quantum machine learning models with provable generalization.	CoRR	2023	DBLP DOI BibTeX RDF
22	Ragesh Jaiswal, Amit Kumar 0001	Universal Weak Coreset.	CoRR	2023	DBLP DOI BibTeX RDF
22	Canaan Yung, Muhammad Usman	Clustering by Contour coreset and variational quantum eigensolver.	CoRR	2023	DBLP DOI BibTeX RDF
22	Xilie Xu, Jingfeng Zhang, Feng Liu 0003, Masashi Sugiyama, Mohan S. Kankanhalli	Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection.	CoRR	2023	DBLP DOI BibTeX RDF
22	Hu Ding, Ruomin Huang, Kai Liu 0001, Haikuo Yu, Zixiu Wang	Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers.	CoRR	2023	DBLP DOI BibTeX RDF
22	Omead Pooladzandi, Pasha Khosravi, Erik Nijkamp, Baharan Mirzasoleiman	Generating High Fidelity Synthetic Data via Coreset selection and Entropic Regularization.	CoRR	2023	DBLP DOI BibTeX RDF
22	Yecheng Xue, Xiaoyu Chen, Tongyang Li, Shaofeng H.-C. Jiang	Near-Optimal Quantum Coreset Construction Algorithms for Clustering.	CoRR	2023	DBLP DOI BibTeX RDF
22	Fred Lu, Edward Raff, James Holt	A Coreset Learning Reality Check.	CoRR	2023	DBLP DOI BibTeX RDF
22	Sungnyun Kim, Sangmin Bae, Se-Young Yun	Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning.	CoRR	2023	DBLP DOI BibTeX RDF
22	Alaa Maalouf, Murad Tukan, Vladimir Braverman, Daniela Rus	AutoCoreset: An Automatic Practical Coreset Construction Framework.	CoRR	2023	DBLP DOI BibTeX RDF
22	Xiaobo Xia, Jiale Liu, Shaokun Zhang, Qingyun Wu, Tongliang Liu	Coreset Selection with Prioritized Multiple Objectives.	CoRR	2023	DBLP DOI BibTeX RDF
22	Mert Ketenci, Adler J. Perotte, Noémie Elhadad, Iñigo Urteaga	A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference.	CoRR	2023	DBLP DOI BibTeX RDF
22	Youwei Liang, Kevin Stone, Ali Shameli, Chris Cummins, Mostafa Elhoushi, Jiadong Guo, Benoit Steiner, Xiaomeng Yang, Pengtao Xie, Hugh Leather, Yuandong Tian	Learning Compiler Pass Orders using Coreset and Normalized Value Prediction.	CoRR	2023	DBLP DOI BibTeX RDF
22	Chengliang Chai, Jiabin Liu, Nan Tang 0001, Ju Fan, Dongjing Miao, Jiayi Wang 0002, Yuyu Luo, Guoliang Li 0001	GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data.	Proc. ACM Manag. Data	2023	DBLP DOI BibTeX RDF
22	Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie	Adversarial Coreset Selection for Efficient Robust Training.	Int. J. Comput. Vis.	2023	DBLP DOI BibTeX RDF
22	Chengliang Chai, Jiayi Wang 0002, Nan Tang 0001, Ye Yuan 0001, Jiabin Liu, Yuhao Deng, Guoren Wang	Efficient Coreset Selection with Cluster-based Methods.	KDD	2023	DBLP DOI BibTeX RDF
22	Fred Lu, Edward Raff, James Holt	A Coreset Learning Reality Check.	AAAI	2023	DBLP DOI BibTeX RDF
22	Souradip Chakraborty, Amrit Singh Bedi, Pratap Tokekar, Alec Koppel, Brian M. Sadler, Furong Huang, Dinesh Manocha	Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning.	AAAI	2023	DBLP DOI BibTeX RDF
22	Sungnyun Kim, Sangmin Bae, Se-Young Yun	Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning.	CVPR	2023	DBLP DOI BibTeX RDF
22	Faqiang Zhang, Nuttanan Wichitaksorn, Bhargab Chattopadhyay	Coreset Construction for Extra Binomial Variation in Binomial Regression.	ICOIN	2023	DBLP DOI BibTeX RDF
22	Xilie Xu, Jingfeng Zhang, Feng Liu 0003, Masashi Sugiyama, Mohan S. Kankanhalli	Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection.	NeurIPS	2023	DBLP BibTeX RDF
22	Jie Hao, Kaiyi Ji, Mingrui Liu	Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm.	NeurIPS	2023	DBLP BibTeX RDF
22	Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash 0001	Coverage-centric Coreset Selection for High Pruning Rates.	ICLR	2023	DBLP BibTeX RDF
22	Xiaobo Xia, Jiale Liu, Jun Yu 0001, Xu Shen, Bo Han 0003, Tongliang Liu	Moderate Coreset: A Universal Method of Data Selection for Real-world Data-efficient Deep Learning.	ICLR	2023	DBLP BibTeX RDF
22	Yecheng Xue, Xiaoyu Chen, Tongyang Li, Shaofeng H.-C. Jiang	Near-Optimal Quantum Coreset Construction Algorithms for Clustering.	ICML	2023	DBLP BibTeX RDF
22	Alaa Maalouf, Murad Tukan, Vladimir Braverman, Daniela Rus	AutoCoreset: An Automatic Practical Coreset Construction Framework.	ICML	2023	DBLP BibTeX RDF
22	Youwei Liang, Kevin Stone, Ali Shameli, Chris Cummins, Mostafa Elhoushi, Jiadong Guo, Benoit Steiner, Xiaomeng Yang, Pengtao Xie, Hugh James Leather, Yuandong Tian	Learning Compiler Pass Orders using Coreset and Normalized Value Prediction.	ICML	2023	DBLP BibTeX RDF
22	Jeongwoo Ju, Heechul Jung, Yoonju Oh, Junmo Kim 0002	Extending Contrastive Learning to Unsupervised Coreset Selection.	IEEE Access	2022	DBLP DOI BibTeX RDF
22	Justin Bunker, Kristal Curtis, Mark Girolami, Ram Sriharsha	A mixture modeling approach for clustering log files with coreset and user feedback.	Pattern Recognit. Lett.	2022	DBLP DOI BibTeX RDF
22	Manmohan Singh, Rajendra Pamula, Alok Kumar	A Clustering Algorithm in Stream Data Using Strong Coreset.	J. Interconnect. Networks	2022	DBLP DOI BibTeX RDF
22	Liwei Yang, Huaipeng Zhang, Tao Luo 0014, Chuping Qu, Myat Thu Linn Aung, Yingnan Cui, Jun Zhou 0014, Ming Ming Wong, Junran Pu, Anh Tuan Do, Rick Siow Mong Goh, Weng-Fai Wong	Coreset: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency.	Neurocomputing	2022	DBLP DOI BibTeX RDF
22	Liwei Yang, Huaipeng Zhang, Tao Luo 0014, Chuping Qu, Myat Thu Linn Aung, Yingnan Cui, Jun Zhou 0014, Ming Ming Wong, Junran Pu, Anh Tuan Do, Rick Siow Mong Goh, Weng-Fai Wong	Corrigendum to "Coreset: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency" [Neurocomputing (2022) 128-140].	Neurocomputing	2022	DBLP DOI BibTeX RDF
22	Yu Zhang, Kanat Tangwongsan, Srikanta Tirthapura	Fast Streaming $k$k-Means Clustering With Coreset Caching.	IEEE Trans. Knowl. Data Eng.	2022	DBLP DOI BibTeX RDF
22	Hanlin Lu, Changchang Liu, Shiqiang Wang 0001, Ting He 0001, Vijay Narayanan, Kevin S. Chan, Stephen Pasteris	Joint Coreset Construction and Quantization for Distributed Machine Learning.	CoRR	2022	DBLP DOI BibTeX RDF
22	Fanzhe Qu, Sarah M. Erfani, Muhammad Usman 0009	Performance analysis of coreset selection for quantum implementation of K-Means clustering algorithm.	CoRR	2022	DBLP DOI BibTeX RDF
22	Yichuan Deng 0002, Zhao Song 0002, Yitan Wang, Yuanyuan Yang 0005	A Nearly Optimal Size Coreset Algorithm with Nearly Linear Time.	CoRR	2022	DBLP DOI BibTeX RDF
22	Lingxiao Huang, Jian Li 0015, Xuan Wu 0002	Towards Optimal Coreset Construction for (k, z)-Clustering: Breaking the Quadratic Dependency on k.	CoRR	2022	DBLP DOI BibTeX RDF
22	Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir	Coreset of Hyperspectral Images on Small Quantum Computer.	CoRR	2022	DBLP DOI BibTeX RDF
22	Chengcheng Guo, Bo Zhao, Yanbing Bai	DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning.	CoRR	2022	DBLP DOI BibTeX RDF
22	Dionysis Manousakas, Hippolyt Ritter, Theofanis Karaletsos	Black-box Coreset Variational Inference.	CoRR	2022	DBLP DOI BibTeX RDF
22	Guangyi Zhang 0001, Nikolaj Tatti, Aristides Gionis	Optimal deletion-robust coreset for submodular maximization.	CoRR	2022	DBLP DOI BibTeX RDF
22	Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash 0001	Coverage-centric Coreset Selection for High Pruning Rates.	CoRR	2022	DBLP DOI BibTeX RDF
22	Souradip Chakraborty, Amrit Singh Bedi, Alec Koppel, Brian M. Sadler, Furong Huang, Pratap Tokekar, Dinesh Manocha	Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
22	Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie	Adversarial Coreset Selection for Efficient Robust Training.	CoRR	2022	DBLP DOI BibTeX RDF
22	Zhuoyi Wang, Dingcheng Li, Ping Li 0001	Latent Coreset Sampling based Data-Free Continual Learning.	CIKM	2022	DBLP DOI BibTeX RDF
22	Chengcheng Guo, Bo Zhao, Yanbing Bai	DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning.	DEXA (1)	2022	DBLP DOI BibTeX RDF
22	Wai Ming Tai	Optimal Coreset for Gaussian Kernel Density Estimation.	SoCG	2022	DBLP DOI BibTeX RDF
22	Nguyen Le Hoang, Tran Khanh Dang, Thai San Dang	Implement the Data Conversion System by Using α-Lightweight Coreset for Validation Process.	FDSE (CCIS Volume)	2022	DBLP DOI BibTeX RDF
22	Rishabh Tiwari, KrishnaTeja Killamsetty, Rishabh K. Iyer, Pradeep Shenoy	GCR: Gradient Coreset based Replay Buffer Selection for Continual Learning.	CVPR	2022	DBLP DOI BibTeX RDF
22	Sagi Lotan, Ernesto Evgeniy Sanches Shayda, Dan Feldman	Coreset for Line-Sets Clustering.	NeurIPS	2022	DBLP BibTeX RDF
22	Dionysis Manousakas, Hippolyt Ritter, Theofanis Karaletsos	Black-box coreset variational inference.	NeurIPS	2022	DBLP BibTeX RDF
22	Nguyen Le Hoang, Tran Khanh Dang	Alpha Lightweight Coreset for k-Means Clustering.	IMCOM	2022	DBLP DOI BibTeX RDF
22	Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir	Coreset of Hyperspectral Images on a Small Quantum Computer.	IGARSS	2022	DBLP DOI BibTeX RDF
22	Jaehong Yoon, Divyam Madaan, Eunho Yang, Sung Ju Hwang	Online Coreset Selection for Rehearsal-based Continual Learning.	ICLR	2022	DBLP BibTeX RDF
22	Elad Tolochinsky, Ibrahim Jubran, Dan Feldman	Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more.	ICML	2022	DBLP BibTeX RDF
22	Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Zonghao Chen, Tong Zhang 0001	Probabilistic Bilevel Coreset Selection.	ICML	2022	DBLP BibTeX RDF
22	Hamid Bostani, Mansour Sheikhan, Behrad Mahboobi	A strong coreset algorithm to accelerate OPF as a graph-based machine learning in large-scale problems.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
22	Alaa Maalouf, Gilad Eini, Ben Mussay, Dan Feldman, Margarita Osadchy	A Unified Approach to Coreset Learning.	CoRR	2021	DBLP BibTeX RDF
22	Jeongwoo Ju, Heechul Jung, Yoonju Oh, Junmo Kim 0002	Extending Contrastive Learning to Unsupervised Coreset Selection.	CoRR	2021	DBLP BibTeX RDF
22	Jaehong Yoon, Divyam Madaan, Eunho Yang, Sung Ju Hwang	Online Coreset Selection for Rehearsal-based Continual Learning.	CoRR	2021	DBLP BibTeX RDF
22	Vincent Cohen-Addad, David Saulpic, Chris Schwiegelshohn	A New Coreset Framework for Clustering.	CoRR	2021	DBLP BibTeX RDF
22	Rishabh Tiwari, KrishnaTeja Killamsetty, Rishabh K. Iyer, Pradeep Shenoy	GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning.	CoRR	2021	DBLP BibTeX RDF
22	Zixiu Wang, Yiwen Guo, Hu Ding	Robust Coreset for Continuous-and-Bounded Learning (with Outliers).	CoRR	2021	DBLP BibTeX RDF
22	KrishnaTeja Killamsetty, Xujiang Zhao, Feng Chen 0001, Rishabh K. Iyer	RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning.	CoRR	2021	DBLP BibTeX RDF
22	Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding	A Novel Sequential Coreset Method for Gradient Descent Algorithms.	CoRR	2021	DBLP BibTeX RDF
22	Wei Ma, Jiping Zheng 0001, Zhiyang Hao	A Coreset Based Approach for Continuous k-regret Minimization Set Queries over Sliding Windows.	WISA	2021	DBLP DOI BibTeX RDF
22	Vladimir Braverman, Dan Feldman, Harry Lang, Adiel Statman, Samson Zhou	Efficient Coreset Constructions via Sensitivity Sampling.	ACML	2021	DBLP BibTeX RDF
22	KrishnaTeja Killamsetty, Xujiang Zhao, Feng Chen 0001, Rishabh K. Iyer	RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning.	NeurIPS	2021	DBLP BibTeX RDF
22	Zixiu Wang, Yiwen Guo, Hu Ding	Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems.	NeurIPS	2021	DBLP BibTeX RDF
22	Vincent Cohen-Addad, David Saulpic, Chris Schwiegelshohn	A new coreset framework for clustering.	STOC	2021	DBLP DOI BibTeX RDF
22	Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding	A Novel Sequential Coreset Method for Gradient Descent Algorithms.	ICML	2021	DBLP BibTeX RDF