Single-or-Sample: Online Fair Allocation for Combinatorial Agents
A new randomized online algorithm for additive and submodular valuations, called Single-or-Sample, is developed, that achieves a constant-factor approximation to MMS simultaneously for all agents, with constant probability, and establishes a fundamental tradeoff between approximation and success probability.