This is where Dylan flies Kelly for brunch in the season nine episode "Marathon Man"
Adamson House, 23200 Pacific Coast Highway, Malibu CA
Note: You can see a good view of the house here. Dylan and Kelly were sitting with his back facing the two trees on the right side of the picture.