L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation

Christian S. Perone, Roberto Pereira Silveira, Thomas Paula

Uncertainty quantification for deep neural networks has recently evolved through many techniques. In this work, we revisit Laplace approximation, a classical approach for posterior…