Momentum-based gradient descent methods for Lie groups

Cédric M. Campos, David Martín de Diego, José Torrente

Polyak's Heavy Ball (PHB; Polyak, 1964), a.k.a. Classical Momentum, and Nesterov's Accelerated Gradient (NAG; Nesterov, 1983) are well-established momentum-descent methods for opti…