Tree-wise Distribution Sensitive hashing: Efficient Maximum likelihood Classification by joint dimensionality reduction in known probabilistic settings.
Arash Gholami DavoodiAnubhav BawejaHosein MohimaniPublished in: CoRR (2019)
Keyphrases
- maximum likelihood
- dimensionality reduction
- feature extraction
- classification accuracy
- pattern recognition
- high dimensionality
- gaussian distribution
- tree construction
- pattern classification
- random projections
- feature space
- decision trees
- feature selection
- feature vectors
- pairwise
- dimensionality reduction methods
- image classification
- support vector machine svm
- dimension reduction
- machine learning
- text classification
- low dimensional
- generative model
- principal component analysis
- classification trees
- training set
- neural network
- hashing algorithm
- hash functions
- probability distribution
- indexing structure
- pattern recognition and machine learning