Heat ⅓ cup olive oil in a large skillet over medium-high heat. Once the oil is hot, carefully add 4 eggplant slices, or as many as will fit comfortably without crowding, to the pan. Fry, turning once, until deep golden brown on both sides, 5 to 8 minutes per side. Transfer the fried eggplant to the paper towel-lined baking sheet. Continue frying the rest of the eggplant in batches, adding more oil to the pan and adjusting the heat as needed. If the fried eggplant slices look oily, blot the top surface with paper towels. Set the eggplant aside.