A Theory-Based Evaluation of Nearest Neighbor Models Put Into Practice.
Hendrik FichtenbergerDennis RohdePublished in: NeurIPS (2018)
Keyphrases
- nearest neighbor
- statistical models
- knn
- theoretical framework
- real time
- statistical model
- parametric models
- high dimensional
- evaluation metrics
- multi dimensional
- database
- parameter estimation
- experimental data
- neural network
- mathematical framework
- formal models
- nearest neighbor queries
- theoretical insights
- computational model
- k nearest neighbor
- prior knowledge
- training set
- multi agent systems
- case study
- learning algorithm
- data mining