8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Statistical Guarantees for Link Prediction using Graph Neural Networks
Alan Chung, Amin Saberi, Morgane Austern
This paper derives statistical guarantees for the performance of Graph Neural Networks (GNNs) in link prediction tasks on graphs generated by a graphon. We propose a linear GNN arc…
cs.LG2022★ 8 cited
When Is Partially Observable Reinforcement Learning Not Scary?
Qinghua Liu, Alan Chung, Csaba Szepesvári +1
Applications of Reinforcement Learning (RL), in which agents learn to make a sequence of decisions despite lacking complete information about the latent states of the controlled sy…