Results 151 to 160 of about 5,727 (203)

GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution

open access: yes
Generative Adversarial Networks (GAN) have limitations when the goal is to generate sequences of discrete elements. The reason for this is that samples from a distribution on discrete objects such as the multinomial are not differentiable with respect to
Kusner, MJ, Hernández-Lobato, JM, ,
core  

Some General Characterizations of the Bivariate Gumbel Distribution and the Bivariate Lomax Distribution Based on Truncated Expectations

open access: yes
Recently attempts have been made to characterize probability distributions via truncated expectations in both univariate and multivariate cases. In this paper we will use a well known theorem of Lau and Rao (1982) to obtain some characterization results,
Asadi, Majid
core  

Spatiotemporal imbalance of regional water shortage risk based on copulas and concentration index. [PDF]

open access: yesSci Rep
Qian T   +9 more
europepmc   +1 more source

Copula-based multivariate analysis of hydrological drought over jiabharali sub-basin of Brahmaputra River, India. [PDF]

open access: yesSci Rep
Chakma B   +7 more
europepmc   +1 more source

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