2024
Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging
AISTATS 2024poster
Consider the problem of minimizing an expected logarithmic loss over either the probability simplex or the set of quantum density matrices. This problem includes tasks such as solving the Poisson inverse problem, computing the maximum-likelihood estimate for quantum state tomography, and approximati…