Applications of machine learning in optimization.

• 2018 - Machine Learning for Combinatorial Optimization: A Methodological Tour d’Horizon

• Meta-Learning
  • For example Andrychowicz et al 2016 - Learning to Learn by Gradient Descent by Gradient Descent and Chen 2017 - Learning to Learn without Gradient Descent by Gradient Descent
• Optimization