Sparse Probabilistic Circuits via Pruning and Growing.
Meihua DangAnji LiuGuy Van den BroeckPublished in: NeurIPS (2022)
Keyphrases
- generative model
- uncertain data
- search space
- avoid overfitting
- sparse coding
- sparse representation
- probabilistic model
- bayesian networks
- high speed
- high dimensional
- analog circuits
- probabilistic approaches
- database
- image sequences
- belief networks
- sparse data
- compressed sensing
- circuit design
- pruning method
- pruning methods