Meta Learning

Courses

• Chelsea Finn: Stanford CS330: Deep Multi-Task and Meta Learning (2020)

Articles

• Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks, C. Finn, P. Abbeel, S. Levine (2017)
  • S. Khodadadeh: Model Agnostic Meta Learning (2018)
  • Deep Learning Explainer: Toward Efficient Learning: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks (2020)
• Meta-Learning with Implicit Gradients, A. Rajeswaran et al (2019), video

Other

• Artificial Intelligence
• Cognitive Science
• Computation Theory
• Machine Learning
• Meta Learning
• Probabilities and Statistics
• Robotics
• Self Driving Cars
• Computational Topology