Comparing Active Learning Performance Driven by Gaussian Processes or Bayesian Neural Networks for Constrained Trajectory Exploration.
Sapphira AkinsFrances ZhuPublished in: CoRR (2023)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- bayesian approaches
- gaussian process regression
- bayesian methods
- multi task learning
- preference learning
- covariance function
- relevance vector machine
- semi supervised
- random sampling
- hyperparameters
- gaussian process models
- human pose estimation
- transfer learning
- machine learning
- labeled data
- supervised learning
- learning algorithm
- data sets
- semi supervised learning
- training set