111 citations · 1k across the 103 of their papers we have counts for
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Robust Local Scaling using Conditional Quantiles of Graph Similarities
Jayaraman J. Thiagarajan, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy +1
Spectral analysis of neighborhood graphs is one of the most widely used techniques for exploratory data analysis, with applications ranging from machine learning to social sciences…
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models
Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan +2
Influential node detection is a central research topic in social network analysis. Many existing methods rely on the assumption that the network structure is completely known \text…
TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning
Jayaraman J. Thiagarajan, Bhavya Kailkhura, Prasanna Sattigeri +1
With the advent of highly predictive but opaque deep learning models, it has become more important than ever to understand and explain the predictions of such models. Existing appr…
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach
Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan +1
This paper considers the problem of high dimensional signal detection in a large distributed network whose nodes can collaborate with their one-hop neighboring nodes (spatial colla…