Cook potatoes in boiling salted water until tender.
Meanwhile mix together the Parmesan cheese, sour cream, mayonnaise, horseradish, dry mustard, lemon juice, salt and pepper.
Squish the hot potatoes with a potato masher and add them to a large bowl with the corn and bacon. Mix in the dressing carefully. Garnish with chives and serve warm.