Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula.
Jean BarbierMohamad DiaNicolas MacrisFlorent KrzakalaThibault LesieurLenka ZdeborováPublished in: NIPS (2016)
Keyphrases
- mutual information
- parzen window
- information theoretic
- image registration
- singular values
- medical image registration
- positive semidefinite matrices
- positive definite
- feature selection
- information gain
- singular value decomposition
- symmetric matrices
- theorem prover
- linear algebra
- selection criterion
- conditional mutual information
- theorem proving
- similarity measure
- multimodal image registration
- nuclear norm minimization
- information retrieval
- symmetric positive definite
- information theoretic measures
- positive semidefinite
- estimation algorithm
- estimation error
- low rank
- density estimation
- covariance matrix