Network Science

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Verification and Rectification of Error in Topology of Conserved Networks

Satya Jayadev P , Arsh Bawa , Nirav Bhatt

IFAC-PapersOnLine

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Benchmarking and Analysing Unsupervised Network Representation Learning and the Illusion of Progress

Saket Gurukar , Priyesh Vijayan , srinivasan parthasarathy & more

Transactions on Machine Learning Research.

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Effect of dormant spare capacity on the attack tolerance of complex networks

Sai Saranga Das M , Karthik Raman

Physica A: Statistical Mechanics and its Applications

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Discovering adaptation-capable biological network structures using control-theoretic approaches

Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala

PLOS Computational Biology

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On Strong Structural Controllability of Temporal Networks

Manikya Valli Srighakollapu , Rachel Kalpana Kalaimani , Ramkrishna Pasumarthy

IEEE Control Systems Letters

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Predicting unknown directed links of conserved networks from flow data

Satya Jayadev Pappu , Ramkrishna Pasumarthy , Nirav Bhatt

Journal of Complex Networks

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Metric Learning for comparison of HMMs using Graph Neural Networks

Rajan Kumar Soni , K Seshadri , B Ravindran

To appear in the Proceedings of the Thirteenth Asian Conference on Machine Learning (ACML 2021)

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Event-Triggered Control Design for Systems With Exogenous Inputs: Application for Auto-Scaling of Cloud-Hosted Web Servers

Durgesh Singh , Kshama Dwarakanath , Ramkrishna Pasumarthy

IEEE Transactions on Systems, Man, and Cybernetics: Systems

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A Joint Training Framework for Open-World Knowledge Graph Embeddings

Karthik Venkat Ramanan , Beethika Tripathi , Mitesh M. Khapra & more

To appear in the proceedings of the Automated Knowledge Base Construction Conference (AKBC 2021)

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Optimizing Driver Nodes for Structural Controllability of Temporal Networks

Manikya Valli Srighakollapu , Rachel Kalpana Kalaimani , Ramkrishna Pasumarthy

IEEE Transactions on Control of Network Systems

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A priori parameter identifiability in models with non-rational functions

Rishabh Jain , Sridharakumar Narasimhan , Nirav P. Bhatt

Automatica