"prior over" is not a correct phrase in written English.
The phrase you are likely looking for is "prior to." This phrase is used to indicate something happened before something else. For example, "I completed my assignment prior to the deadline."
In the absence of a compelling alternative, we take the prior over orderings as the uniform distribution.
The literature proposes several objective criteria for filling in the prior over the model.
An inverse-Wishart prior over the outer product of the mixing vectors was also employed in [24].
A dynamic tree model specifies a prior over structures of trees, each of which is a forest of one or more tree-structured belief networks (TSBN).
The approach employs a distributed, steady-state genetic algorithm, with a fitness function incorporating a prior over the space of possible grammars.
The AMP framework allows to perform prior estimation during recovery, i.e., the recovery algorithm can be adapted to estimate the prior over iterations.
The design of a suitable prior over H f) is subject to the same practical engineering constraints as above, which leads us to propose a Gaussian prior.
For two possible actions and a uniform prior over the two possible environments the distribution over possible worlds stays uniform as long as no reward has been observed.
In the special case of choosing the most uninformative prior over a finite set of possible outcomes, this is just the familiar 'flat' classical assignment discussed previously.
In view of the above problems, a particularly attractive method for choosing a prior over a continuous model is proposed by Jeffreys (1961).
Recently in [46], authors proposed a two-layer graphical model for inferring the disparity map by including a sparsity prior over learned sparse representation of disparities in an existing MRF-based stereo matching framework.
