cd/entity/Robust Langevin Monte Carlo· home› entities› Robust Langevin Monte Carlo

grep -l @robust langevin monte carlo /news/*.json | wc -l → 1

Robust Langevin Monte Carlo

mentions 1 type Person feed RSS

// recent coverage 1 mentions

04:00

2026-10-12

machinebrief.com

machine-learning

Robust Langevin Sampling under State-Dependent Heavy-Tailed Noise with Applications to LLM Fine-Tuning

A new paper proposes three Langevin Monte Carlo methods — robust LMC (R-LMC), adaptive LMC (A-LMC), and robust adaptive LMC (RA-LMC) — for sampling under state-dependent heavy-tailed noise where the n…

// co-occurs with top 5 entities

R-LMC 1 A-LMC 1 RA-LMC 1 Blum-Gladyshev condition 1 Fisher information 1

// topics top 4 topics

machine learning 1 ai research 1 large language models 1 ai safety 1