Heat olive oil in large skillet over medium heat. Sauté mushrooms and walnuts until mushrooms are golden.
Add cream and cook stirring frequently for 5 minutes until slightly thickened. Turn heat to warm and when cream stops simmering, add pepper and Parmesan and stir until sauce is smooth. Do not boil.