Meta-Learning

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• Learning Techniques
• Meta-Learning Update Rules for Unsupervised Representation Learning | Luke Metz, Niru Maheswaranathan, Brian Cheung, Jascha Sohl-Dickstein
• From zero to research — An introduction to Meta-learning | Thomas Wolf - Medium

“learning how to learn”... the use of machine learning algorithms to assist in the training and optimization of other machine learning models. What is Meta-Learning? | Daniel Nelson - Unite.ai

Outer Training Methods -

• Black box
  • Random search
    • Hyperparameter optimization
  • Reinforcement Learning (RL)
  • Evolution
• Gradients - the whole training process is differentiable; 'unroll optimization, compute gradients, then SGD.