ConicGrad constrains multi-task gradient updates to a cone around the average-gradient direction and claims state-of-the-art results on four standard MTL benchmarks.
Just pick a sign: Optimizing deep multitask models with gradient sign dropout
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Fantastic Multi-Task Gradient Updates and How to Find Them In a Cone
ConicGrad constrains multi-task gradient updates to a cone around the average-gradient direction and claims state-of-the-art results on four standard MTL benchmarks.