WarpGrad meta-learns interleaved warp layers that precondition gradients, delivering consistent accuracy gains in few-shot and multi-shot learning, plus promising results in reinforcement and continual learning.
Deep learning via hessian-free optimization
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Meta-Learning with Warped Gradient Descent
WarpGrad meta-learns interleaved warp layers that precondition gradients, delivering consistent accuracy gains in few-shot and multi-shot learning, plus promising results in reinforcement and continual learning.