Learning Unnormalized Statistical Models via Compositional Optimization

Wei Jiang, Jiayu Qin, Lingyu Wu +3

Learning unnormalized statistical models (e.g., energy-based models) is computationally challenging due to the complexity of handling the partition function. To eschew this complex…