1 citations · 1 across the 2 of their papers we have counts for
4 papers
Doubly Fair Dynamic Pricing
Jianyu Xu, Dan Qiao, Yu-Xiang Wang
We study the problem of online dynamic pricing with two types of fairness constraints: a "procedural fairness" which requires the proposed prices to be equal in expectation among d…
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks
Jianyu Xu, Bin Liu, Huadong Mo +1
The cybersecurity of smart grids has become one of key problems in developing reliable modern power and energy systems. This paper introduces a non-stationary adversarial cost with…
Logarithmic Regret in Feature-based Dynamic Pricing
Jianyu Xu, Yu-Xiang Wang
Feature-based dynamic pricing is an increasingly popular model of setting prices for highly differentiated products with applications in digital marketing, online sales, real estat…
Index-Based Policy for Risk-Averse Multi-Armed Bandit
Jianyu Xu, William B. Haskell, Zhisheng Ye
The multi-armed bandit (MAB) is a classical online optimization model for the trade-off between exploration and exploitation. The traditional MAB is concerned with finding the arm…