Deep Network Optimization Method based on Hyperparameter Prediction

Date:

Supervisor: Wing W.Y. Ng

  • Focused on a learning to learn problem, which aimed to automatically learn the hyperparameters of deep neural networks by using a LSTM-based predictor.
  • Organized group meetings every week to introduce the academic papers they read.
  • Finished an academic paper (page), published in Neurocomputing.