The primary objective of this study is to determine the safety profile, tolerability, and maximum tolerated dose of ixazomib citrate (MLN9708) when taken orally on a weekly dosing schedule by patients with relapsed and refractory multiple myeloma (RRMM). Secondary objectives include pharmacokinetics and response rates.