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Should We Search for a Global Minimizer of Least Squares Regularized with an ℓ0 Penalty to Get the Exact Solution of an under Determined Linear System?
Mila Nikolova
Published in:
SSVM (2011)
Keyphrases
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least squares
exact solution
sparse linear
search space
search algorithm
cost function
orthogonal projection
penalty function
approximate solutions
column generation
search methods
optical flow
robust estimation
search strategies
regularized least squares
lower bound
closed form
constrained optimization
heuristic search
objective function