conftrace_

matrix learning

4 papers

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Co-occurring keywords

matrix completion (356) convex optimization (1321) trace optimization (2) linear programming boost (1) positive semidefinite matrix (22) trace norm regularization (14) weighted trace norm (2) low rank matrix (29) trace norm (19) low rank approximation (47)

Papers

On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization NIPS 2013
Learning with the weighted trace-norm under arbitrary sampling distributions NIPS 2011
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning NIPS 2008
Randomized Online PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension JMLR 2008