Methods › General › Clustering › Coresets

Coresets

103 papers tagged archive 2025-07-28

Introduced by Ozan Sener et al. in Active Learning for Convolutional Neural Networks: A Core-Set Approach

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 103, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Coreset selection for the Sinkhorn divergence and generic smooth divergences
  28 Apr 2025 · 1 repository · arXiv:2504.20194
• Noise-Tolerant Coreset-Based Class Incremental Continual Learning
  23 Apr 2025 · 0 repositories · arXiv:2504.16763
• Computing High-dimensional Confidence Sets for Arbitrary Distributions
  3 Apr 2025 · 0 repositories · arXiv:2504.02723
• Model-agnostic Coreset Selection via LLM-based Concept Bottlenecks
  23 Feb 2025 · 0 repositories · arXiv:2502.16733
• Negative Dependence as a toolbox for machine learning : review and new developments
  11 Feb 2025 · 0 repositories · arXiv:2502.07285
• Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities
  16 Jan 2025 · 0 repositories · arXiv:2501.09579
• A Tight VC-Dimension Analysis of Clustering Coresets with Applications
  11 Jan 2025 · 0 repositories · arXiv:2501.06588
• Accurate Coresets for Latent Variable Models and Regularized Regression
  28 Dec 2024 · 0 repositories · arXiv:2412.20189
• The Space Complexity of Approximating Logistic Loss
  3 Dec 2024 · 0 repositories · arXiv:2412.02639
• Zero-Shot Coreset Selection: Efficient Pruning for Unlabeled Data
  22 Nov 2024 · 1 repository · arXiv:2411.15349
• SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency
  14 Nov 2024 · 1 repository · arXiv:2411.09126
• Small coresets via negative dependence: DPPs, linear statistics, and concentration
  1 Nov 2024 · 1 repository · arXiv:2411.00611
  Syntology ran 1 of 4 samples · 3 unverified
• Data subsampling for Poisson regression with pth-root-link
  30 Oct 2024 · 1 repository · arXiv:2410.22872
  Syntology ran 0 of 10 samples · 10 unverified · 10 pointer-only (licence)
• Supervised Kernel Thinning
  17 Oct 2024 · 1 repository · arXiv:2410.13749
  Syntology ran 10 of 14 samples · 4 unverified
• Core Tokensets for Data-efficient Sequential Training of Transformers
  8 Oct 2024 · 1 repository · arXiv:2410.05800
• Mini-batch Coresets for Memory-efficient Training of Large Language Models
  28 Jul 2024 · 0 repositories · arXiv:2407.19580
• Ridge Leverage Score Sampling for ℓₚ Subspace Approximation
  3 Jul 2024 · 0 repositories · arXiv:2407.03262
• Coresets for Multiple ℓₚ Regression
  4 Jun 2024 · 0 repositories · arXiv:2406.02432
• Turnstile ℓₚ leverage score sampling with applications
  1 Jun 2024 · 1 repository · arXiv:2406.00339
  Syntology ran 8 of 8 samples · 0 unverified · 8 pointer-only (licence)
• Spectral Greedy Coresets for Graph Neural Networks
  27 May 2024 · 0 repositories · arXiv:2405.17404
• General bounds on the quality of Bayesian coresets
  20 May 2024 · 0 repositories · arXiv:2405.11780
• Settling Time vs. Accuracy Tradeoffs for Clustering Big Data
  2 Apr 2024 · 1 repository · arXiv:2404.01936
• Scalable Learning of Item Response Theory Models
  1 Mar 2024 · 1 repository · arXiv:2403.00680
  Syntology ran 13 of 13 samples · 0 unverified · 13 pointer-only (licence)
• No Dimensional Sampling Coresets for Classification
  7 Feb 2024 · 0 repositories · arXiv:2402.05280
• FedCore: Straggler-Free Federated Learning with Distributed Coresets
  31 Jan 2024 · 1 repository · arXiv:2402.00219
• Simple Weak Coresets for Non-Decomposable Classification Measures
  15 Dec 2023 · 0 repositories · arXiv:2312.09885
• Fair Wasserstein Coresets
  9 Nov 2023 · 0 repositories · arXiv:2311.05436
• Stronger Coreset Bounds for Kernel Density Estimators via Chaining
  12 Oct 2023 · 0 repositories · arXiv:2310.08548
• Federated Wasserstein Distance
  3 Oct 2023 · 0 repositories · arXiv:2310.01973
• Tight Bounds for Volumetric Spanners and Applications
  29 Sep 2023 · 0 repositories · arXiv:2310.00175

Tasks archive 2025-07-28

20 shown of 69 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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