The phrase "a distribution over" is correct and usable in written English.
It is typically used in statistical or mathematical contexts to describe a probability distribution across different outcomes or variables.
Example: "The model assumes a distribution over the possible values of the parameter, allowing for uncertainty in the predictions."
Alternatives: "a probability distribution across" or "a spread of values over".
And a Gaussian process one way to think about a Gaussian process, it's a distribution over function.
Our mechanism is truthful in the universal sense, i.e., it is a distribution over deterministically truthful mechanisms.
To keep things simple, we can assume that training sets have a fixed size - the distribution then defines a distribution over training sets.
Note that both of these numbers will be decimals because LDA assigns each word in the corpus not to a single topic, but to a distribution over topics.
We first provide a method for ascribing blameworthiness to groups relative to an epistemic state (a distribution over causal models that describe how the outcome might arise).
A decision maker is given a compact feasible set S, and chooses, at each iteration, a distribution over S, then discovers a loss function defined on S.
The rates of conformational defect formation and destruction are obtained in terms of a distribution over possible conformational states.
Gaussian process (GP) models, which put a distribution over arbitrary functions in a continuous domain, can be generalized to the multi-output case; a common way of doing this is to use a linear model of coregionalization.
Survey data illustrate the heterogeneity of chlorophyll-a distribution over seasonal and inter-annual cycles and the difficulty in describing community responses through the wet season.
The biggest difference with regards to monetizing videos as opposed to articles is that it requires a "distribution-over-destination" strategy.
Unlike content producers who publish articles, get indexed by search engines and generate millions of pages with as many ad impressions, video producers fail to properly index on search engines and tend to rely on a distribution-over-destination strategy.
