Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference.
Souvik KunduYuke ZhangDake ChenPeter A. BeerelPublished in: CoRR (2023)
Keyphrases
- structured prediction
- probabilistic model
- learning algorithm
- unsupervised learning
- learning models
- dynamic bayesian networks
- prior knowledge
- efficient learning
- learned models
- learning systems
- qualitative models
- learning tasks
- accurate models
- inference process
- prefetching
- model selection
- knowledge acquisition
- active learning
- reinforcement learning
- image sequences