Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization

15 Jun 2020Hassan MortagySwati GuptaSebastian Pokutta

Descent directions such as movement towards Frank-Wolfe vertices, away steps, in-face away steps and pairwise directions have been an important design consideration in conditional gradient descent (CGD) variants. In this work, we attempt to demystify the impact of movement in these directions towards attaining constrained minimizers... (read more)

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