PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment.
Meghana MadhyasthaKunal LillaneyJames BrowneJoshua T. VogelsteinRandal C. BurnsPublished in: CoRR (2020)
Keyphrases
- tree structure
- tree models
- tree construction
- tree nodes
- tree structures
- leaf nodes
- binary tree
- tree matching
- labeled trees
- tree representation
- tree mining
- rooted trees
- unordered trees
- ensemble methods
- decision trees
- phylogenetic trees
- tree structured data
- decision tree learning
- tree edit distance
- maximum parsimony
- tree crown
- regression trees
- tree automata
- tree patterns
- tree pruning
- ensemble learning
- classification trees
- tree ensembles
- decision tree classifiers
- neural network
- bayesian networks
- tree induction
- pruning algorithm
- wavelet tree
- probabilistic inference
- randomized trees
- root node
- learning algorithm
- binary search trees
- decision forest
- inference process
- prefetching
- gene trees
- prefix tree
- binary trees
- kd trees
- data structure
- tree grammars
- regression problems
- spanning tree
- random forests
- tree like structures
- decision tree ensembles
- training data
- tree languages
- frequent subtrees
- game tree
- mining frequent
- tree kernels
- parent child