Preheat oven to 350 degrees. Line a baking sheet with parchment paper.
In a large bowl, combine all ingredients except for the black beans and mix well. Gently fold in the beans just until they're incorporated.
Gently form into patties, about 2 to 3 tablespoons per patty, and place on the parchment-lined baking sheet. Bake for 15 to 20 minutes or until cooked through and just beginning to brown. Serve hot or cold if a more firm patty is desired.
Notes
TIP (optional): Serve with a spicy yogurt dip, fresh pico de gallo, or guacamole!