2 papers
cs.DS2026
Mixture-of-Experts Serving
Zhiyi Huang, Qinpei Lou, Tao Xiao
Mixture-of-Experts (MoE) models route each token to only a few expert networks, distributing the serving load across experts whose popularity shifts over time. A serving system mus…
cs.GT2019
Learning Reserve Prices in Second-Price Auctions
Yaonan Jin, Pinyan Lu, Tao Xiao
This paper proves the tight sample complexity of {\sf Second-Price Auction with Anonymous Reserve}, up to a logarithmic factor, for each of all the value distribution families stud…