Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Learning Distributions from Samples and Qualities
Marc Jourdan, Nicolas Flammarion
We study parameter estimation when each sample from a continuous parametric distribution is accompanied by a binary quality label governed by the same unknown parameter. By imposin…
stat.ML2025
Learning Parametric Distributions from Samples and Preferences
Marc Jourdan, Gizem Yüce, Nicolas Flammarion
Recent advances in language modeling have underscored the role of preference feedback in enhancing model performance. This paper investigates the conditions under which preference…