• Overcoming the challenge for POMDP planning that can scale up and handle POMDPs with very large state spaces and complex dynamics.
  • Active learning algorithm that selects both sampling locations and types of measurements to minimize the predictive uncertainty.
  • A robust detection of lesions in retinal images based on a deep learning approach.
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