Brown beef, pour off fat. Saute onions. Add beef, onions, bay leaf, chili powder, beans (rinsed and drained), and tomatoes (including juice) to crock-pot. Cook on low for 4 to 8 hours.
Taste and add salt and pepper, if needed. Ladle into bowls and pass grated cheese and sour cream for toppings.