40 citations · 134 across the 11 of their papers we have counts for
5 papers · 1 filter
The Constrained Round Robin Algorithm for Fair and Efficient Allocation
Haris Aziz, Xin Huang, Nicholas Mattei +1
We consider a multi-agent resource allocation setting that models the assignment of papers to reviewers. A recurring issue in allocation problems is the compatibility of welfare/ef…
An Algorithmic Framework for Approximating Maximin Share Allocation of Chores
Xin Huang, Pinyan Lu
In this paper, we consider the problem of how to fairly dividing indivisible chores among agents. The fairness measure we considered here is the maximin share. The previous…
Revised Progressive-Hedging-Algorithm Based Two-layer Solution Scheme for Bayesian Reinforcement Learning
Xin Huang, Duan Li, Daniel Zhuoyu Long
Stochastic control with both inherent random system noise and lack of knowledge on system parameters constitutes the core and fundamental topic in reinforcement learning (RL), espe…
BERT-based Financial Sentiment Index and LSTM-based Stock Return Predictability
Joshua Zoen Git Hiew, Xin Huang, Hao Mou +3
Traditional sentiment construction in finance relies heavily on the dictionary-based approach, with a few exceptions using simple machine learning techniques such as Naive Bayes cl…
Envy-freeness up to any item with high Nash welfare: The virtue of donating items
Ioannis Caragiannis, Nick Gravin, Xin Huang
Several fairness concepts have been proposed recently in attempts to approximate envy-freeness in settings with indivisible goods. Among them, the concept of envy-freeness up to an…