An Inductive Bias for Tabular Deep Learning.
Ege BeyazitJonathan KozaczukBo LiVanessa WallaceBilal FadlallahPublished in: NeurIPS (2023)
Keyphrases
- deep learning
- inductive bias
- machine learning
- inductive learning
- unsupervised learning
- pac learning
- supervised learning
- prior knowledge
- multitask learning
- training set
- domain theory
- domain knowledge
- hypothesis space
- weakly supervised
- learning algorithm
- training examples
- decision trees
- active learning
- natural language
- computer vision
- knowledge representation
- text classification
- e learning
- sample size
- feature selection
- model selection
- learning problems
- background knowledge
- labeled data
- training data
- natural language processing
- image segmentation
- information extraction
- support vector machine
- expert systems
- reinforcement learning