From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation. - Abdelhakim Benechehab; Gabriel Singer; Corentin Léger; Youssef Attia El Hili; Giuseppe Paolo; Albert Thomas 001; Maurizio Filippone; Balázs Kégl (CoRR, 2025)