Exploration, Exploitation Phenomena and Regression Analysis: Propensity Metric, Anomaly Reduction, Dimensionality Reduction.
Chaman Lal SabharwalPublished in: POLIBITS (2018)
Keyphrases
- regression analysis
- dimensionality reduction
- exploration exploitation
- metric learning
- active learning
- regression model
- explanatory variables
- bandit problems
- reinforcement learning
- high dimensional
- euclidean distance
- principal component analysis
- linear regression model
- feature extraction
- low dimensional
- interval valued data
- multiple features
- pattern recognition
- data points
- factor analysis
- linear regression models
- statistical tests
- independent variables
- unsupervised learning
- distance metric
- distance measure
- relevance feedback
- linear discriminant analysis
- decision problems
- distance function
- feature selection
- data sets
- least squares
- semi supervised
- feature space
- face recognition
- machine learning