Non-stationary online structured prediction with surrogate lossesMay 1, 2026·Shinsaku Sakaue,Han Bao,Yuzhou Cao· 0 min read PAPERTypeConference paperPublicationInternational Conference on Machine Learning (ICML), to appearLast updated on May 1, 2026 ← Finite and corruption-robust regret bounds in online inverse linear optimization under M-convex action sets May 1, 2026Simple projection-free algorithm for contextual recommendation with logarithmic regret and robustness Mar 21, 2026 →