Ranking and synchronization from pairwise measurements via SVD.
Alexandre d'AspremontMihai CucuringuHemant TyagiPublished in: CoRR (2019)
Keyphrases
- pairwise
- pairwise classification
- singular value decomposition
- pairwise comparison
- label ranking
- pairwise comparisons
- ranking algorithm
- high order
- learning to rank
- higher order
- ranking functions
- markov random field
- semi supervised
- loss function
- multi class
- similarity measure
- user feedback
- link analysis
- pairwise constraints
- singular values
- data sets
- pairwise interactions
- ordinal regression
- phase locked
- evaluation measures
- least squares
- rank order
- measurement noise
- graph matching
- point sets
- dimensionality reduction
- search engine