[Feature Request] Add input constructors for all acquisition functions

[Balandat]

🚀 Feature Request

Some of the recently added acquisition functions (e.g. from #1458) do not have input constructors for Ax. Let's add them to make sure they can easily be used there.

Missing:

• qMultiObjectivePredictiveEntropySearch
• qPredictiveEntropySearch
• qLowerBoundJointEntropySearch
• qLowerBoundMultiObjectiveJointEntropySearch
• qLowerBoundMultiObjectiveMaxValueEntropySearch
• anything else ???

Motivation

facebook/Ax#1550

[sgbaird]

• qNegIntegratedPosteriorVariance

facebook/Ax#1557 facebook/Ax#1312