Instance-specific canonical correlation analysis
We model locality and nonlinearity jointly for multi-view correlation learning. Instance-specific projections are computed along the smooth curve of the manifold. The convex objective functions are solved efficiently with a global optimal solution.
canonical correlation analysis least squares regression multi-view statistical learning