Towards Exact Computation of Inductive Bias.
Akhilan BoopathyWilliam YueJaedong HwangAbhiram IyerIla FietePublished in: CoRR (2024)
Keyphrases
- exact computation
- inductive bias
- inductive learning
- machine learning
- prior knowledge
- pac learning
- hypothesis space
- supervised learning
- domain knowledge
- training examples
- domain theory
- training set
- multitask learning
- approximate inference
- learning tasks
- markov chain monte carlo
- knowledge acquisition
- training data
- reinforcement learning
- learning algorithm