NOTICE: The 2017 ICML conference may close registration ahead of the declared deadline in case it reaches the capacity limits of the convention center. There may be no onsite registration. Please register early. Registration opens on April 24, 2017.

I have two different accounts, can you merge them?

Yes.  See the MergeAccounts page.