Being famous doesn't necessarily make it easier for celebrities to find love. `Famously Single' tries to help celebrities find partners with help from experts, who guide the stars while they look for love. The celebs live together in a downtown Los Angeles home. They are put through challenges and other exercises that strip away their fame to help them achieve the relationships they covet. The singles - who come from such areas as TV, music and sports - head to clubs, bars and tourist hot spots to try to find mates. Romance might be even closer than the housemates think when romantic connections take place in the house.