Framework combining Wiener Chaos Expansion, Malliavin Calculus, and adaptive importance sampling achieves 839-2516x variance reduction for fade duration CCDF estimation in Rayleigh/Rician/Nakagami channels with relative errors below 0.5%.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
years
2026 2verdicts
UNVERDICTED 2roles
background 1polarities
background 1representative citing papers
LLM reliability techniques are unified as communication channel operators, with a new cost-aware router achieving superior quality-cost tradeoffs on hard tasks.
citing papers explorer
-
Stochastic Analysis of Fade Duration Using Wiener Chaos Expansion and Malliavin Calculus: Optimal Importance Sampling via Adaptive SGD
Framework combining Wiener Chaos Expansion, Malliavin Calculus, and adaptive importance sampling achieves 839-2516x variance reduction for fade duration CCDF estimation in Rayleigh/Rician/Nakagami channels with relative errors below 0.5%.
-
A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability
LLM reliability techniques are unified as communication channel operators, with a new cost-aware router achieving superior quality-cost tradeoffs on hard tasks.