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Interesting Machine Learning Research Questions I Ponder About

This is a list of topics I often ponder about while going about my day.

  1. Can high fidelity hardware sensors become obsolete with generative deep learning?
  2. Can you combat deep fakes with a blockchain ledger verification system?
  3. Is is plausible to use deep learning to build an entire neural network training pipeline? From model building, to learning new optimizers and loss functions.