Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions.
Hayata YamasakiSathyawageeswar SubramanianSho SonodaMasato KoashiPublished in: NeurIPS (2020)
Keyphrases
- low rank
- learning algorithm
- machine learning
- learning tasks
- supervised learning
- active learning
- learning problems
- linear combination
- learning process
- high dimensional
- decision trees
- reinforcement learning
- high dimensional data
- image processing
- feature selection
- matrix factorization
- multi task
- learning models
- data mining
- higher order
- least squares
- pattern recognition