Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference.
Fred HohmanChaoqun WangJinmook LeeJochen GörtlerDominik MoritzJeffrey P. BighamZhile RenCecile ForetQi ShanXiaoyi ZhangPublished in: CoRR (2024)
Keyphrases
- efficient inference
- machine learning models
- spam filtering
- probabilistic inference
- machine learning algorithms
- conditional random fields
- machine learning approaches
- learning models
- fully connected
- human pose estimation
- exact inference
- machine learning
- approximate inference
- markov random field
- structured prediction
- graph structure
- predictive model
- hidden variables
- neural network
- markov networks
- graphical models
- factor graphs
- latent variables
- gaussian process
- machine learning methods
- association rules
- image segmentation