By Chelsey Dulaney 

TransUnion Corp. on Tuesday restarted the process for an initial public offering, three years after the credit-reporting company was acquired in a $3 billion deal that ended its earlier run at going public.

TransUnion filed paperwork for an initial public offering with the Securities and Exchange Commission, saying it is looking to raise up to $100 million, according to a regulatory filing. The figure is a placeholder and is likely to change.

Three years ago, Advent International and Goldman Sachs Group Inc.'s private-equity unit acquired TransUnion, short-circuiting an initial public offering effort that began in mid-2011. Rising interest in corporate debt enabled Advent and Goldman to make TransUnion's former owners, Madison Dearborn Partners Inc. and the Pritzker family, a large enough offer to sway them to sell to the private-equity investors, The Wall Street Journal reported in 2012.

TransUnion said it plans to use proceeds from the offering to repay debt. Goldman Sachs, J.P. Morgan, BofA Merrill Lynch and Deutsche Bank Securities are joint book-runners for the offering.

As part of Tuesday's filing, TransUnion disclosed financial information for the past several years.

In 2014, TransUnion said it narrowed its loss to $12.5 million, or 11 cents a share, from $35.1 million, or 32 cents a share, in 2013. Revenue, meanwhile, grew 10.3% to $1.3 billion.

Write to Chelsey Dulaney at Chelsey.Dulaney@wsj.com

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