The husband of a former president of InfoSpace can be held jointly liable for a nearly $40 million tax debt the IRS asserted against a return they filed for the 2000 tax year, the U.S. Tax Court ruled Thursday, saying he didn’t qualify for so-called innocent spouse relief.