Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics.
Tam LeTruyen NguyenDinh PhungViet Anh NguyenPublished in: AISTATS (2022)
Keyphrases
- probability measures
- probability measure
- metric space
- hilbert space
- stochastic process
- probability distribution
- von neumann
- stochastic processes
- conditional probabilities
- markov chain
- euclidean space
- stochastic model
- infinite dimensional
- scale space
- convex optimization
- convex sets
- point sets
- range queries
- multivariate time series
- similarity search
- high dimensional