Learning Energy-Based Models by Self-normalising the Likelihood

Hugo Senetaire, Paul Jeha, Pierre-Alexandre Mattei +1

Training an energy-based model (EBM) with maximum likelihood is challenging due to the intractable normalisation constant. Traditional methods rely on expensive Markov chain Monte…