Papers Using This Method
Coreset selection for the Sinkhorn divergence and generic smooth divergences2025-04-28Noise-Tolerant Coreset-Based Class Incremental Continual Learning2025-04-23Computing High-dimensional Confidence Sets for Arbitrary Distributions2025-04-03Model-agnostic Coreset Selection via LLM-based Concept Bottlenecks2025-02-23Negative Dependence as a toolbox for machine learning : review and new developments2025-02-11Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities2025-01-16A Tight VC-Dimension Analysis of Clustering Coresets with Applications2025-01-11Accurate Coresets for Latent Variable Models and Regularized Regression2024-12-28The Space Complexity of Approximating Logistic Loss2024-12-03Zero-Shot Coreset Selection: Efficient Pruning for Unlabeled Data2024-11-22SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency2024-11-14Small coresets via negative dependence: DPPs, linear statistics, and concentration2024-11-01Data subsampling for Poisson regression with pth-root-link2024-10-30Supervised Kernel Thinning2024-10-17Core Tokensets for Data-efficient Sequential Training of Transformers2024-10-08Mini-batch Coresets for Memory-efficient Training of Large Language Models2024-07-28Ridge Leverage Score Sampling for $\ell_p$ Subspace Approximation2024-07-03Coresets for Multiple $\ell_p$ Regression2024-06-04Turnstile $\ell_p$ leverage score sampling with applications2024-06-01Spectral Greedy Coresets for Graph Neural Networks2024-05-27