3 papers
cs.AI2026
When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference
Yasushi Sakai, Allen Song, Kent Larson
Majority voting is the default unsupervised aggregator for multi-sample LLM inference, but it discards two signals: within-group answer entropy and between-group reasoning geometry…
cs.SI2025
Propagational Proxy Voting
Yasushi Sakai, Parfait Atchade-Adelomou, Ryan Jiang +3
This paper proposes a voting process in which voters allocate fractional votes to their expected utility in different domains: over proposals, other participants, and sets containi…
quant-ph2023
Fourier series weight in quantum machine learning
Parfait Atchade-Adelomou, Kent Larson
In this work, we aim to confirm the impact of the Fourier series on the quantum machine learning model. We will propose models, tests, and demonstrations to achieve this objective.…