Sentence examples for adapts the proposal from inspiring English sources

The AMCMC algorithm is a Metropolis-Hastings variant which automatically adapts the proposal step size for the sampled parameters in the random walk.

The AM algorithm aims at adapting the proposal distribution by using the generated estimators, and the DR algorithm aims at enhancing the efficiency of the improved MCMC method.

To adapt the proposal distribution without a great loss in efficiency, the auxiliary particle filter (APF) has been introduced, whose basic idea is to carry out the particle filtering algorithm in a higher dimension.

Most GPs preferred to be involved once a clear concept was developed, giving them the opportunity to adapt the proposal.

Craiu et al. [ 25] targeted the posterior with an ensemble of chains, using the covariance of samples across all chains to adapt the proposal covariance for a set of Metropolis-Hastings chains.

Then adapt the proposal, if possible, to make it more broadly agreeable.

The Labour MP Martin Salter explained how he would organise a parliamentary rebellion to block change, or – barring that – adapt the proposals.

For each species the use-value (UV), adapted from the proposal of Phillips et al., [ 40], was calculated.

Thus, a proposal of future work is to adapt the proposed solution for audio inputs and other platforms.

Today we're finally getting the government's response and, as Nicholas Watt reports in the Guardian today, ministers have adapted the original proposals quite considerably.

The benefit gained from the adapted proposal density is twofold: on the one hand, particles are used with higher efficiency since they are located in a region of higher likelihood; on the other hand, the least square approximation in the likelihood consensus will also have an improved accuracy since the local likelihood functions are approximated in a smaller region.