The game was solved as a standard pursuit-evasion game, using a surrogate function approach.
Hence, the capacity game can be accurately approached as a standard pursuit-evasion one and be efficiently solved.
You said one of the limitations is that it's linear LORENZO ROSASCO: The standard matching pursuit at each step, you just solve a one-dimensional problem.
The proposed PCA-Gabor decomposition is compared with other time-frequency data reduction methods such as the time-frequency PCA approach alone and standard matching pursuit methods using a Gabor dictionary for both simulated and biological data.
Second, because the PCA-Gabor explains nominally more experimentally relevant variance, and outperforms the SMP-Gabor, while using less of the raw data variance than either, it supports the contention that this approach produces a more optimal Gabor decomposition of the collection of signals than the standard matching pursuit.
The proposed methods are compared to both parametric and nonparametric data reduction methods in the time-frequency plane, namely, the standard matching pursuit algorithm [12, 52] and PCA in terms of efficiency, computational complexity and the effectiveness in describing the experimental effects in the data.
This property of PCA-Gabor becomes especially important when there is considerable noise in the data since standard matching pursuit algorithms will focus on fitting parameters to capture the most amount of energy, which in this case may be noise components.
He has said that ratings agencies lowered their standards in pursuit of profits.
The rot in corporate earnings was a product of a long bull market that led Wall Street analysts, mutual funds, investors, accountants and executives to lower their standards in pursuit of quick profit, he said.
While at least two SMEs would ensure that the housing finance market benefits from multiple approaches to serving the market, having too many SMEs operating in the market could increase the potential for a race to the bottom in underwriting standards in pursuit of market share or the emergence of just one surviving SME.
The legal profession has long held the professional standard that the pursuit of justice and the practice of law must include providing legal services to those who can not afford to pay.
