Search Results for author: Sankaran Vaidyanathan

Found 2 papers, 0 papers with code

Automated Discovery of Functional Actual Causes in Complex Environments

no code implementations16 Apr 2024 Caleb Chuck, Sankaran Vaidyanathan, Stephen Giguere, Amy Zhang, David Jensen, Scott Niekum

This paper introduces functional actual cause (FAC), a framework that uses context-specific independencies in the environment to restrict the set of actual causes.

Attribute Reinforcement Learning (RL)

Hypergraph Clustering: A Modularity Maximization Approach

no code implementations28 Dec 2018 Tarun Kumar, Sankaran Vaidyanathan, Harini Ananthapadmanabhan, Srinivasan Parthasarathy, Balaraman Ravindran

Clustering on hypergraphs has been garnering increased attention with potential applications in network analysis, VLSI design and computer vision, among others.

Clustering

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