An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality.
Silviu PitisHarris ChanKiarash JamaliJimmy BaPublished in: ICLR (2020)
Keyphrases
- neural nets
- triangle inequality
- distance function
- inductive bias
- distance measure
- dissimilarity measure
- nearest neighbor
- feed forward
- quadratic assignment problem
- similarity search
- neural network
- pre computed
- learning tasks
- artificial neural networks
- metric space
- similarity function
- distance metric
- euclidean distance
- back propagation
- machine learning
- knn
- inductive learning
- edit distance
- supervised learning
- nearest neighbor search
- prior knowledge
- data sets
- k nearest neighbor
- data points
- data mining
- control system
- hypothesis space
- active learning
- genetic algorithm