Entity · technique

Laplace Kernel

techniqueactivelaplace-kernel-d74d6c92·1 events·first seen May 22, 2026

Aliases: Laplace Kernel

Co-occurring entities

deng2026drifting Kernel Density Estimator (KDE)Stein Drift Conservative Drifting Method

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Recent events (1)

2arXiv · cs.AI·May 22, 2026·source ↗

Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models

This paper proposes and analyzes a conservative drifting method for one-step generative modeling, replacing displacement-based velocity with a kernel density estimator (KDE)-gradient velocity. The authors prove continuous-time finite-particle convergence bounds and derive explicit rates depending on bandwidth and dimensionality.

Evaluation and Benchmarking deng2026drifting Laplace Kernel Kernel Density Estimator (KDE)+2 more