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Indeed, setting L to a prescribed upper bound on the model order, one may further regularize the cost in (12) to impose sparse AR coefficient vectors; that is, { a ^ n } n = 0 N = arg min { a n } n = 0 N 1 2 y - Ma 2 2 + λ ∑ n = 1 N a n - a n - 1 2 + γ a 1. (38).
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The modification to the data term helps further regularizing the solution in textureless regions to guide the optimization to the right solution.
Mr Sarkozy may further embrace greenery.
The uproar may further damage bilateral ties.
Japan may further consider possessing aircraft carriers.
This may further incriminate you.
Shouting may further trigger the meltdown.
Chunkier soups may further irritate your throat.
Latent Dirichlet Allocation (LDA) [28] is a Bayesian form of PLSA that further regularizes by putting a Dirichlet prior on it.
Further, he regularized the minimization problem to derive an iterative scheme that generates a sequence converging in norm to the minimum-norm solution of the constrained convex minimization problem in the consistent case.
Further, he regularized the minimization problem (4.1) to devise an iterative scheme that generates a sequence converging in norm to the minimum-norm solution of (4.1) in the consistent case.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com