Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks.
Giovanni Luca MarchettiChristopher HillarDanica KragicSophia SanbornPublished in: CoRR (2023)
Keyphrases
- learning process
- connectionist networks
- learning algorithm
- feature detection
- supervised learning
- prior knowledge
- learning systems
- neural network
- feature vectors
- online learning
- frequency domain
- learning models
- feature construction
- knowledge acquisition
- basis functions
- learning tasks
- feature space
- invariant features
- inductive inference