The reviewers agree that the paper is clean and well-written, and the results are novel and correct. The reviewers found the main contribution as the extension of the techniques in Cutkosky and Orabona [10].for full-information setting to the bandit convex optimization techniques, which requires subtle, though not substantially new, extension to their techniques.