Meta Learning Articles

Page 1 of 1 (3 articles)

11/14/2019 • EN

Meta-Learning Millions of Hyper-parameters using the Implicit Function Theorem

Explores a meta-learning method using the Implicit Function Theorem to efficiently optimize millions of hyperparameters via implicit differentiation.

Gradient Based Optimization Hyperparameter Optimization Implicit Differentiation Implicit Function Theorem Meta Learning

Ferenc Huszár

6/23/2019 • EN

Meta Reinforcement Learning

Explores meta reinforcement learning, where agents learn to adapt quickly to new, unseen RL tasks, aiming for general-purpose problem-solving algorithms.

artificial intelligence Machine Learning Meta Learning Meta Reinforcement Learning Reinforcement Learning

Lilian Weng

11/30/2018 • EN

Meta-Learning: Learning to Learn Fast

An introduction to meta-learning, a machine learning approach where models learn to adapt quickly to new tasks with minimal data, like 'learning to learn'.

Deep Learning Few Shot Learning Machine Learning Meta Learning Supervised Learning

Lilian Weng

Meta Learning Articles

Meta-Learning Millions of Hyper-parameters using the Implicit Function Theorem

Meta Reinforcement Learning

Meta-Learning: Learning to Learn Fast

Select Language

We use cookies