Spherical Boltzmann machines: a solvable theory of learning and generation in energy-based models

Thomas Tulinski, Simona Cocco, Rémi Monasson +1

Energy-based models (EBMs) are flexible generative architectures inspired by statistical physics, but their learning and generative properties remain poorly understood. Here, we an…