An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality.
Silviu PitisHarris ChanKiarash JamaliJimmy BaPublished in: CoRR (2020)
Keyphrases
- neural nets
- triangle inequality
- distance function
- inductive bias
- distance measure
- dissimilarity measure
- similarity search
- feed forward
- nearest neighbor
- neural network
- quadratic assignment problem
- inductive learning
- back propagation
- artificial neural networks
- machine learning
- metric space
- pac learning
- edit distance
- euclidean distance
- distance metric
- similarity function
- hypothesis space
- prior knowledge
- supervised learning
- learning tasks
- pre computed
- data sets
- nearest neighbor search
- learning algorithm
- data mining
- fuzzy logic
- data points
- training set
- support vector
- decision trees
- e learning