3 papers
cs.LG2020
Product Graph Learning from Multi-domain Data with Sparsity and Rank Constraints
Sai Kiran Kadambari, Sundeep Prabhakar Chepuri
In this paper, we focus on learning product graphs from multi-domain data. We assume that the product graph is formed by the Cartesian product of two smaller graphs, which we refer…
eess.SP2020
Fast Graph Convolutional Recurrent Neural Networks
Sai Kiran Kadambari, Sundeep Prabhakar Chepuri
This paper proposes a Fast Graph Convolutional Neural Network (FGRNN) architecture to predict sequences with an underlying graph structure. The proposed architecture addresses the…
eess.SP2019
Learning product graphs from multidomain signals
Sai Kiran Kadambari, Sundeep Prabhakar Chepuri
In this paper, we focus on learning the underlying product graph structure from multidomain training data. We assume that the product graph is formed from a Cartesian graph product…