Follow the bisector: a simple method for multi-objective optimization

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This study presents a novel Equiangular Direction Method (EDM) to solve a multi-objective optimization problem.

• We consider optimization problems, where multiple differentiable losses have to be minimized.
• The presented method computes descent direction in every iteration to guarantee equal relative decrease of objective functions.
• This descent direction is based on the normalized gradients of the individual losses.