8 citations · 18 across the 7 of their papers we have counts for
9 papers
Joint Data Compression and Caching: Approaching Optimality with Guarantees
Jian Li, Faheem Zafari, Don Towsley +2
We consider the problem of optimally compressing and caching data across a communication network. Given the data generated at edge nodes and a routing path, our goal is to determin…
The Internet of Battle Things
Alexander Kott, Ananthram Swami, Bruce J West
The battlefield of the future will be densely populated by a variety of entities ("things") -- some intelligent and some only marginally so -- performing a broad range of tasks: se…
Sparse Diffusion-Convolutional Neural Networks
James Atwood, Siddharth Pal, Don Towsley +1
The predictive power and overall computational efficiency of Diffusion-convolutional neural networks make them an attractive choice for node classification tasks. However, a naive…
An efficient alternative to Ollivier-Ricci curvature based on the Jaccard metric
Siddharth Pal, Feng Yu, Terrence J. Moore +3
We study Ollivier-Ricci curvature, a discrete version of Ricci curvature, which has gained popularity over the past several years and has found applications in diverse fields. Howe…
Spectral Algorithms for Temporal Graph Cuts
Arlei Silva, Ambuj Singh, Ananthram Swami
The sparsest cut problem consists of identifying a small set of edges that breaks the graph into balanced sets of vertices. The normalized cut problem balances the total degree, in…
Modeling Group Dynamics Using Probabilistic Tensor Decompositions
Lin Li, Ananthram Swami, Anna Scaglione
We propose a probabilistic modeling framework for learning the dynamic patterns in the collective behaviors of social agents and developing profiles for different behavioral groups…