WIP fix bug where variational GPs wouldn't use correct likelihoods; use botorch inducing point selection; use botorch default mean/covar; update botorch/ax versions

WIP fix bug where variational GPs wouldn't use correct likelihoods; use botorch inducing point selection; use botorch default mean/covar; update botorch/ax versions #1329