Search results for "coresets"

Hits ?▲	Authors	Title	Venue	Year	Link
19	Ibrahim Jubran, Ernesto Evgeniy Sanches Shayda, Ilan Newman, Dan Feldman	Coresets for Decision Trees of Signals.	CoRR	2021	DBLP BibTeX RDF
19	Farah Chanchary, Anil Maheshwari, Michiel Smid	Window queries for intersecting objects, maximal points and approximations using coresets.	Discret. Appl. Math.	2021	DBLP DOI BibTeX RDF
19	Alaa Maalouf, Ibrahim Jubran, Murad Tukan, Dan Feldman	Coresets for the Average Case Error for Finite Query Sets.	Sensors	2021	DBLP DOI BibTeX RDF
19	Yan Zheng 0001, Yi Ou, Alexander Lex, Jeff M. Phillips	Visualization of Big Spatial Data Using Coresets for Kernel Density Estimates.	IEEE Trans. Big Data	2021	DBLP DOI BibTeX RDF
19	Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002	Coresets for Clustering in Excluded-minor Graphs and Beyond.	SODA	2021	DBLP DOI BibTeX RDF
19	Moritz Heusinger, Frank-Michael Schleif	Classification in Non-stationary Environments Using Coresets over Sliding Windows.	IWANN (1)	2021	DBLP DOI BibTeX RDF
19	Sayan Bandyapadhyay, Fedor V. Fomin, Kirill Simonov	On Coresets for Fair Clustering in Metric and Euclidean Spaces and Their Applications.	ICALP	2021	DBLP DOI BibTeX RDF
19	Yanhao Wang 0001, Michael Mathioudakis, Yuchen Li 0001, Kian-Lee Tan	Minimum Coresets for Maxima Representation of Multidimensional Data.	PODS	2021	DBLP DOI BibTeX RDF
19	Michael Kapralov, Gilbert Maystre, Jakab Tardos	Communication Efficient Coresets for Maximum Matching.	SOSA	2021	DBLP DOI BibTeX RDF
19	Tung Mai, Cameron Musco, Anup Rao 0002	Coresets for Classification - Simplified and Strengthened.	NeurIPS	2021	DBLP BibTeX RDF
19	Ibrahim Jubran, Ernesto Evgeniy Sanches Shayda, Ilan Newman, Dan Feldman	Coresets for Decision Trees of Signals.	NeurIPS	2021	DBLP BibTeX RDF
19	Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002	Coresets for Clustering with Missing Values.	NeurIPS	2021	DBLP BibTeX RDF
19	Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi	Coresets for Time Series Clustering.	NeurIPS	2021	DBLP BibTeX RDF
19	Vincent Cohen-Addad, David Saulpic, Chris Schwiegelshohn	Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces.	NeurIPS	2021	DBLP BibTeX RDF
19	Wenfeng Yin, Gang Dong, Yaqian Zhao, Rengang Li	Coresets Application in Channel Pruning for Fast Neural Network Slimming.	IJCNN	2021	DBLP DOI BibTeX RDF
19	Vincent Cohen-Addad, Rémi de Joannis de Verclos, Guillaume Lagarde	Improving Ultrametrics Embeddings Through Coresets.	ICML	2021	DBLP BibTeX RDF
19	Jacky Zhang, Rajiv Khanna, Anastasios Kyrillidis, Sanmi Koyejo	Bayesian Coresets: Revisiting the Nonconvex Optimization Perspective.	AISTATS	2021	DBLP BibTeX RDF
19	Adiel Statman	From Linear-Time Approximations to Coresets for Projective Clustering.		2021	RDF
19	Nguyen Le Hoang, Le Hong Trang, Tran Khanh Dang	A Comparative Study of the Some Methods Used in Constructing Coresets for Clustering Large Datasets.	SN Comput. Sci.	2020	DBLP DOI BibTeX RDF
19	Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta 0001, Supratim Shit	Streaming Coresets for Symmetric Tensor Factorization.	CoRR	2020	DBLP BibTeX RDF
19	Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda	Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms.	CoRR	2020	DBLP BibTeX RDF
19	Zalán Borsos, Mojmír Mutný, Andreas Krause 0001	Coresets via Bilevel Optimization for Continual Learning and Streaming.	CoRR	2020	DBLP BibTeX RDF
19	Sayan Bandyapadhyay, Fedor V. Fomin, Kirill Simonov	On Coresets for Fair Clustering in Metric and Euclidean Spaces and Their Applications.	CoRR	2020	DBLP BibTeX RDF
19	Alejandro Flores-Velazco, David M. Mount	Coresets for the Nearest-Neighbor Rule.	CoRR	2020	DBLP BibTeX RDF
19	Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi	Coresets for Regressions with Panel Data.	CoRR	2020	DBLP BibTeX RDF
19	Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta 0001, Supratim Shit	Online Coresets for Clustering with Bregman Divergences.	CoRR	2020	DBLP BibTeX RDF
19	Michael Kapralov, Gilbert Maystre, Jakab Tardos	Communication Efficient Coresets for Maximum Matching.	CoRR	2020	DBLP BibTeX RDF
19	Murad Tukan, Cenk Baykal, Dan Feldman, Daniela Rus	On Coresets for Support Vector Machines.	CoRR	2020	DBLP BibTeX RDF
19	Rachit Chhaya, Anirban Dasgupta 0001, Supratim Shit	On Coresets For Regularized Regression.	CoRR	2020	DBLP BibTeX RDF
19	Monika Henzinger, Sagar Kale	Fully-Dynamic Coresets.	CoRR	2020	DBLP BibTeX RDF
19	Lingxiao Huang, Nisheeth K. Vishnoi	Coresets for Clustering in Euclidean Spaces: Importance Sampling is Nearly Optimal.	CoRR	2020	DBLP BibTeX RDF
19	Jacky Y. Zhang, Rajiv Khanna, Anastasios Kyrillidis, Oluwasanmi Koyejo	Bayesian Coresets: An Optimization Perspective.	CoRR	2020	DBLP BibTeX RDF
19	Hanlin Lu, Changchang Liu, Ting He 0001, Shiqiang Wang 0001, Kevin S. Chan	Sharing Models or Coresets: A Study based on Membership Inference Attack.	CoRR	2020	DBLP BibTeX RDF
19	Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002	Coresets for Clustering in Excluded-minor Graphs and Beyond.	CoRR	2020	DBLP BibTeX RDF
19	Alaa Maalouf, Ibrahim Jubran, Murad Tukan, Dan Feldman	Faster PAC Learning and Smaller Coresets via Smoothed Analysis.	CoRR	2020	DBLP BibTeX RDF
19	Murad Tukan, Alaa Maalouf, Dan Feldman	Coresets for Near-Convex Functions.	CoRR	2020	DBLP BibTeX RDF
19	Ben Mussay, Dan Feldman, Samson Zhou, Vladimir Braverman, Margarita Osadchy	Data-Independent Structured Pruning of Neural Networks via Coresets.	CoRR	2020	DBLP BibTeX RDF
19	Baharan Mirzasoleiman, Kaidi Cao, Jure Leskovec	Coresets for Robust Training of Neural Networks against Noisy Labels.	CoRR	2020	DBLP BibTeX RDF
19	Vladimir Braverman, Dan Feldman, Harry Lang, Daniela Rus, Adiel Statman	Sparse Coresets for SVD on Infinite Streams.	CoRR	2020	DBLP BibTeX RDF
19	Eitan Netzer, Alex Frid, Dan Feldman	Real-time EEG classification via coresets for BCI applications.	Eng. Appl. Artif. Intell.	2020	DBLP DOI BibTeX RDF
19	Soliman Nasser, Ibrahim Jubran, Dan Feldman	Autonomous Toy Drone via Coresets for Pose Estimation.	Sensors	2020	DBLP DOI BibTeX RDF
19	Artem Barger, Dan Feldman	Deterministic Coresets for k-Means of Big Sparse Data †.	Algorithms	2020	DBLP DOI BibTeX RDF
19	Jeff M. Phillips, Wai Ming Tai	Near-Optimal Coresets of Kernel Density Estimates.	Discret. Comput. Geom.	2020	DBLP DOI BibTeX RDF
19	Dan Feldman, Melanie Schmidt 0001, Christian Sohler	Turning Big Data Into Tiny Data: Constant-Size Coresets for k-Means, PCA, and Projective Clustering.	SIAM J. Comput.	2020	DBLP DOI BibTeX RDF
19	Jyun-Yu Jiang, Patrick H. Chen, Cho-Jui Hsieh, Wei Wang 0010	Clustering and Constructing User Coresets to Accelerate Large-scale Top-K Recommender Systems.	WWW	2020	DBLP DOI BibTeX RDF
19	Murad Tukan, Cenk Baykal, Dan Feldman, Daniela Rus	On Coresets for Support Vector Machines.	TAMC	2020	DBLP DOI BibTeX RDF
19	Saeed Vahidian, Baharan Mirzasoleiman, Alexander Cloninger	Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples. (PDF / PS)	UAI	2020	DBLP BibTeX RDF
19	Alejandro Flores-Velazco, David M. Mount	Coresets for the Nearest-Neighbor Rule.	ESA	2020	DBLP DOI BibTeX RDF
19	Monika Henzinger, Sagar Kale	Fully-Dynamic Coresets.	ESA	2020	DBLP DOI BibTeX RDF
19	Sumyung Gang, Ndayishimiye Fabrice, JoonJae Lee	Coresets for PCB Character Recognition based on Deep Learning.	ICAIIC	2020	DBLP DOI BibTeX RDF
19	Alaa Maalouf, Adiel Statman, Dan Feldman	Tight Sensitivity Bounds For Smaller Coresets.	KDD	2020	DBLP DOI BibTeX RDF
19	Daniel Nobre Pinheiro, Samuel Xavier de Souza, Daniel Aloise	Scaling Optimizations for Large-Scale Distributed Data with Lightweight Coresets.	IPDPS Workshops	2020	DBLP DOI BibTeX RDF
19	Le Hong Trang, Nguyen Phan Dang Khoa, Nguyen Minh Khoi	Automatically Finding the Number of Clusters for Large Datasets based on Coresets.	BDIOT	2020	DBLP DOI BibTeX RDF
19	Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi	Coresets for Regressions with Panel Data.	NeurIPS	2020	DBLP BibTeX RDF
19	Baharan Mirzasoleiman, Kaidi Cao, Jure Leskovec	Coresets for Robust Training of Deep Neural Networks against Noisy Labels.	NeurIPS	2020	DBLP BibTeX RDF
19	Murad Tukan, Alaa Maalouf, Dan Feldman	Coresets for Near-Convex Functions.	NeurIPS	2020	DBLP BibTeX RDF
19	Zalán Borsos, Mojmir Mutny, Andreas Krause 0001	Coresets via Bilevel Optimization for Continual Learning and Streaming.	NeurIPS	2020	DBLP BibTeX RDF
19	Lingxiao Huang, Nisheeth K. Vishnoi	Coresets for clustering in Euclidean spaces: importance sampling is nearly optimal.	STOC	2020	DBLP DOI BibTeX RDF
19	Ben Mussay, Margarita Osadchy, Vladimir Braverman, Samson Zhou, Dan Feldman	Data-Independent Neural Pruning via Coresets.	ICLR	2020	DBLP BibTeX RDF
19	Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta 0001, Supratim Shit	Streaming Coresets for Symmetric Tensor Factorization.	ICML	2020	DBLP BibTeX RDF
19	Rachit Chhaya, Anirban Dasgupta 0001, Supratim Shit	On Coresets for Regularized Regression.	ICML	2020	DBLP BibTeX RDF
19	Baharan Mirzasoleiman, Jeff A. Bilmes, Jure Leskovec	Coresets for Data-efficient Training of Machine Learning Models.	ICML	2020	DBLP BibTeX RDF
19	Daniel N. Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002	Coresets for Clustering in Graphs of Bounded Treewidth.	ICML	2020	DBLP BibTeX RDF
19	Moritz Heusinger, Frank-Michael Schleif	Reactive Concept Drift Detection Using Coresets Over Sliding Windows.	SSCI	2020	DBLP DOI BibTeX RDF
19	Alireza Samadian, Kirk Pruhs, Benjamin Moseley, Sungjin Im, Ryan R. Curtin	Unconditional Coresets for Regularized Loss Minimization.	AISTATS	2020	DBLP BibTeX RDF
19	Praneeth Kacham, David P. Woodruff	Optimal Deterministic Coresets for Ridge Regression.	AISTATS	2020	DBLP BibTeX RDF
19	Nicolas Tremblay, Simon Barthelmé, Pierre-Olivier Amblard	Determinantal Point Processes for Coresets.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
19	Trevor Campbell, Tamara Broderick	Automated Scalable Bayesian Inference via Hilbert Coresets.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
19	Fabio Massimo Zennaro	Analyzing and Storing Network Intrusion Detection Data using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings.	CoRR	2019	DBLP BibTeX RDF
19	Dan Feldman, Zahi Kfir, Xuan Wu 0002	Coresets for Gaussian Mixture Models of Any Shape.	CoRR	2019	DBLP BibTeX RDF
19	Eitan Netzer, Alex Frid, Dan Feldman	Real-Time EEG Classification via Coresets for BCI Applications.	CoRR	2019	DBLP BibTeX RDF
19	Alaa Maalouf, Adiel Statman, Dan Feldman	Tight Sensitivity Bounds For Smaller Coresets.	CoRR	2019	DBLP BibTeX RDF
19	Dennis Rohde	Coresets for (k, l)-Clustering under the Fréchet Distance.	CoRR	2019	DBLP BibTeX RDF
19	Trevor Campbell, Boyan Beronov	Sparse Variational Inference: Bayesian Coresets from Scratch.	CoRR	2019	DBLP BibTeX RDF
19	Ben Mussay, Samson Zhou, Vladimir Braverman, Dan Feldman	On Activation Function Coresets for Network Pruning.	CoRR	2019	DBLP BibTeX RDF
19	Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002	Coresets for Ordered Weighted Clustering.	CoRR	2019	DBLP BibTeX RDF
19	Ryan R. Curtin, Sungjin Im, Benjamin Moseley, Kirk Pruhs, Alireza Samadian	On Coresets for Regularized Loss Minimization.	CoRR	2019	DBLP BibTeX RDF
19	Zhili Feng, Praneeth Kacham, David P. Woodruff	Strong Coresets for Subspace Approximation and k-Median in Nearly Linear Time.	CoRR	2019	DBLP BibTeX RDF
19	Yanhao Wang 0001, Yuchen Li 0001, Kian-Lee Tan	Coresets for Minimum Enclosing Balls over Sliding Windows.	CoRR	2019	DBLP BibTeX RDF
19	Sepehr Assadi, MohammadHossein Bateni, Vahab S. Mirrokni	Distributed Weighted Matching via Randomized Composable Coresets.	CoRR	2019	DBLP BibTeX RDF
19	Hu Ding	Greedy Strategy Works for Clustering with Outliers and Coresets Construction.	CoRR	2019	DBLP BibTeX RDF
19	Lingxiao Huang, Shaofeng H.-C. Jiang, Nisheeth K. Vishnoi	Coresets for Clustering with Fairness Constraints.	CoRR	2019	DBLP BibTeX RDF
19	Zohar S. Karnin, Edo Liberty	Discrepancy, Coresets, and Sketches in Machine Learning.	CoRR	2019	DBLP BibTeX RDF
19	Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu 0002	Coresets for Clustering in Graphs of Bounded Treewidth.	CoRR	2019	DBLP BibTeX RDF
19	Adi Akavia, Dan Feldman, Hayim Shaul	Secure Data Retrieval on the Cloud: Homomorphic Encryption meets Coresets.	IACR Trans. Cryptogr. Hardw. Embed. Syst.	2019	DBLP DOI BibTeX RDF
19	Shixiang Zhang, Wanggeng Li, Tong Li, Nannan Zhu	一种改进的贝叶斯逻辑回归核心集构建算法 (Improved CoreSets Construction Algorithm for Bayesian Logistic Regression).	计算机科学	2019	DBLP BibTeX RDF
19	Fabio Massimo Zennaro	Analyzing and Storing Network Intrusion Detection Data Using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings.	PKDD/ECML Workshops (2)	2019	DBLP DOI BibTeX RDF
19	Sepehr Assadi, MohammadHossein Bateni, Aaron Bernstein, Vahab S. Mirrokni, Cliff Stein 0001	Coresets Meet EDCS: Algorithms for Matching and Vertex Cover on Massive Graphs.	SODA	2019	DBLP DOI BibTeX RDF
19	Harry Lang, Cenk Baykal, Najib Abu Samra, Tony Tannous, Dan Feldman, Daniela Rus	Deterministic Coresets for Stochastic Matrices with Applications to Scalable Sparse PageRank.	TAMC	2019	DBLP DOI BibTeX RDF
19	Yanhao Wang 0001, Yuchen Li 0001, Kian-Lee Tan	Coresets for Minimum Enclosing Balls over Sliding Windows.	KDD	2019	DBLP DOI BibTeX RDF
19	Le Hong Trang, Hind Bangui, Mouzhi Ge, Barbora Buhnova	Scaling Big Data Applications in Smart City with Coresets.	DATA	2019	DBLP DOI BibTeX RDF
19	Nguyen Le Hoang, Tran Khanh Dang, Le Hong Trang	A Comparative Study of the Use of Coresets for Clustering Large Datasets.	FDSE	2019	DBLP DOI BibTeX RDF
19	Pietro Barbiero, Alberto Paolo Tonda	Fundamental Flowers: Evolutionary Discovery of Coresets for Classification.	EvoApplications	2019	DBLP DOI BibTeX RDF
19	Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda	Evolutionary discovery of coresets for classification.	GECCO (Companion)	2019	DBLP DOI BibTeX RDF
19	Melanie Schmidt 0001, Chris Schwiegelshohn, Christian Sohler	Fair Coresets and Streaming Algorithms for Fair k-means.	WAOA	2019	DBLP DOI BibTeX RDF
19	Alexander Munteanu, Chris Schwiegelshohn, Christian Sohler, David P. Woodruff	On Coresets for Logistic Regression.	GI-Jahrestagung	2019	DBLP DOI BibTeX RDF
19	Sebastian Mair 0001, Ulf Brefeld	Coresets for Archetypal Analysis.	NeurIPS	2019	DBLP BibTeX RDF
19	Trevor Campbell, Boyan Beronov	Sparse Variational Inference: Bayesian Coresets from Scratch.	NeurIPS	2019	DBLP BibTeX RDF
19	Lingxiao Huang, Shaofeng H.-C. Jiang, Nisheeth K. Vishnoi	Coresets for Clustering with Fairness Constraints.	NeurIPS	2019	DBLP BibTeX RDF
19	Zohar S. Karnin, Edo Liberty	Discrepancy, Coresets, and Sketches in Machine Learning.	COLT	2019	DBLP BibTeX RDF