2 AISTATS

AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning

AISTATS 2022 AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning Jihun Yun, Aurelie Lozano, Eunho Yang  We introduce AdaBlock, a class of adaptive gradient methods that extends popular approaches such as Adam by adopting the simple and natural idea of ...

1 AISTATS

A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure

AISTATS 2019 (oral presentation) A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structureJuho Lee, Lancelot James, Seungjin Choi, François Caron We consider a non-projective class of inhomogeneous random graph models with interpreta...