A Unified Model for the Two-stage Offline-then-Online Resource Allocation

no code implementations • 12 Dec 2020 • Yifan Xu, Pan Xu, Jianping Pan, Jun Tao

In this paper, we propose a unified model which incorporates both offline and online resource allocation into a single framework.

Decision Making

Thompson Sampling for Combinatorial Semi-bandits with Sleeping Arms and Long-Term Fairness Constraints

no code implementations • 14 May 2020 • Zhiming Huang, Yifan Xu, Bingshan Hu, QiPeng Wang, Jianping Pan

We study the combinatorial sleeping multi-armed semi-bandit problem with long-term fairness constraints~(CSMAB-F).

Fairness Movie Recommendation +1

Random Distances Associated with Hexagons

no code implementations • 11 Jun 2011 • Yanyan Zhuang, Jianping Pan

In this report, the explicit probability density functions of the random Euclidean distances associated with regular hexagons are given, when the two endpoints of a link are randomly distributed in the same hexagon, and two adjacent hexagons sharing a side, respectively.

General Mathematics