3 papers
stat.ML2022
Non-Parametric Inference of Relational Dependence
Ragib Ahsan, Zahra Fatemi, David Arbour +1
Independence testing plays a central role in statistical and causal inference from observational data. Standard independence tests assume that the data samples are independent and…
cs.AI2021
Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning
Tong Mu, Georgios Theocharous, David Arbour +1
Online reinforcement learning (RL) algorithms are often difficult to deploy in complex human-facing applications as they may learn slowly and have poor early performance. To addres…
cs.SI2014
Refining the Semantics of Social Influence
Katerina Marazopoulou, David Arbour, David Jensen
With the proliferation of network data, researchers are increasingly focusing on questions investigating phenomena occurring on networks. This often includes analysis of peer-effec…