Parameter Estimation for Unnormalized Discrete Models via Empirically Localized Deformed Bregman Divergence
The technique of empirical localization makes it possible to drastically reduce computational cost of the calculation of the normalization constant, and appropriate choice of the deformation for the Bregman divergence can invest the proposed estimator with various kinds of favorable statistical properties, such as effi...
Takashi Takenouchi
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