From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation

Abdelhakim Benechehab, Gabriel Singer, Corentin Léger +5

Generative models form the backbone of modern machine learning, underpinning state-of-the-art systems in text, vision, and multimodal applications. While Maximum Likelihood Estimat…