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cs.LG2026
Optimal Alternating Regret for Online Learning and Games
Yixin Tao, Weiqiang Zheng
We settle the minimax-optimal alternating regret, a regret notion motivated by alternating learning dynamics in games, for both online linear optimization (OLO) and online convex o…
cs.GT2026
Pricing with a Hidden Sample
Zhihao Gavin Tang, Yixin Tao, Shixin Wang
We study prior-independent pricing for selling a single item to a single buyer when the seller observes only a single sample from the valuation distribution, while the buyer knows…