Tight Bounds for Jensen's Gap with Applications to Variational Inference

Marcin Mazur, Tadeusz Dziarmaga, Piotr Kościelniak +1

Since its original formulation, Jensen's inequality has played a fundamental role across mathematics, statistics, and machine learning, with its probabilistic version highlighting…