data subsampling

10 papers

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Co-occurring keywords

distribution matching (126) posterior inference (138) exponential family (124) sensitivity analysis (80) data reduction (10) stochastic approximation (101) hamiltonian monte carlo (92) hyperparameter tuning (213) probabilistic sampling (16) approximation algorithm (630)

Papers

Losing Momentum in Continuous-time Stochastic Optimisation JMLR 2025

Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024

Data subsampling for Poisson regression with pth-root-link NIPS 2024

Practical Differentially Private Hyperparameter Tuning with Subsampling NIPS 2023

CAST: Conditional Attribute Subsampling Toolkit for Fine-Grained Evaluation WACV 2023

A Coreset Learning Reality Check AAAI 2023

Less Is Better: Unweighted Data Subsampling via Influence Function AAAI 2020

Coresets for Regressions with Panel Data NIPS 2020

Variational Tempering AISTATS 2016

The Fundamental Incompatibility of Scalable Hamiltonian Monte Carlo and Naive Data Subsampling ICML 2015