Zdeborová - Loss landscape and behaviour of algorithms in the spiked matrix-tensor model
Zdeborová
Lenka
A key question of current interest is: How are properties of optimization and sampling algorithms influenced by the properties of the loss function in noisy high-dimensional non-convex settings?