Spatial-photonic Boltzmann machines: low-rank combinatorial optimization and statistical learning by spatial light modulation.
Hiroshi YamashitaKen-ichi OkuboSuguru ShimomuraYusuke OguraJun TanidaHideyuki SuzukiPublished in: CoRR (2023)
Keyphrases
- statistical learning
- combinatorial optimization
- low rank
- information theory
- linear combination
- metaheuristic
- simulated annealing
- optimization problems
- singular value decomposition
- convex optimization
- supervised learning
- data sets
- least squares
- missing data
- semi supervised
- active learning
- similarity measure
- feature extraction