Preston was set to participate in a panel on grief at the annual event hosted by Gov. Arnold Schwarzenegger and First Lady Maria Shriver.
Preston and her husband, John Travolta, have kept low profiles since their 16-year-old son, Jett, died following a seizure in January.
The Women's Conference will be held Oct. 26-27 in Long Beach, Calif.
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