Sentence examples for the posterior over from inspiring English sources

Our goal is then to infer the posterior over the utility parameters given dataset : (15).

The goal is therefore to infer the posterior over the utility parameters given a preference dataset.

The result is a predictive system that performs an online model selection alongside a Bayesian accommodation of the posterior over the model.

In our algorithm, we update the posterior over the steering parameters immediately after each user control action, but the effect of the updating becomes clear to the user only when he enters a different environment (which will lead to very different acoustical features ).

To better understand the posterior over hyperparameters, we employed a Hamiltonian Monte Carlo sampler (e.g. MacKay, 2003) to draw samples from this distribution.

Meanwhile, as shown in the 2D scalp distribution of vMMN in Figure 2, the amplitudes of vMMN were larger at the posterior over frontal brain areas.

The posterior distribution over rate constants V was much more informative than the posterior distribution over Michaelis Menten parameters K, consistent with the 'weak identifiability' of kinase inhibitors that we found in Section 3.1.

After that we can make predictions based on the posterior distribution over the weights.

The variables a t and o t are necessary to estimate the posterior pdf over the object trajectories.

The forward message computes the posterior distribution over the future state, given all evidence up the current state.

Further results from a Bayesian inference can all be derived from the posterior distribution over the statistical hypotheses.