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Moreover, the Cox partial likelihood instead of the full likelihood is usually considered for these models.
In the model, a reality-design gap analysis is used to determine risk likelihood instead of directly risk evaluation.
For the sake of interpretation, we sometimes interchangeably use the term likelihood, instead of hazard which refers to conditional likelihood as discussed above.
However, the proposal process needs to be modified to sample particles from the likelihood instead of the kinematic prior since the former is much more localized than the latter.
However it uses asymptotic likelihood instead of actual likelihood and therefore does not require any numerical optimisation.
This function is referred to as a partial likelihood instead of likelihood because X t are stochastic [ 35].
Similar(51)
The feature extractor from the AUDIMUS and the BUT phoneme recognizers [76] outputs log likelihoods instead of PLLR features.
We retain the remaining classification nodes; however, we use them for estimating class likelihoods instead of for producing individual classification decisions.
Recently, some attempts have been made to use decision trees (DTs) for computing the acoustic state likelihoods instead of GMMs [2 6].a.
Both versions of SPA have similar decoding performance, but the use of log-likelihoods instead of probabilities allows us to substitute multiplications with additions, which are computationally more efficient.
In practice, it is computationally more efficient to use the log-likelihood instead of the likelihood, and all calculations in this paper are based on the log-likelihood function.
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