Sam Zell, undaunted by his failure to keep Chicago-based publisher Tribune Co. out of bankruptcy, put together a $625 million fund to buy distressed securities backed by assets including commercial real estate.

The 67-year-old billionaire filed a private-placement notice last month for Zell Credit Opportunities Fund LP, described as a private-equity fund that received its initial backing from a pair of unidentified investors.