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Dive into the research topics where Saurabh Sihag is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Disentangling Neurodegeneration With Brain Age Gap Prediction Models: A graph signal processing perspective
Sihag, S., Mateos, G. & Ribeiro, A., 2025, In: IEEE Signal Processing Magazine. 42, 4, p. 58-77 20 p.Research output: Contribution to journal › Article › peer-review
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Explainable Brain Age Gap Prediction in Neurodegenerative Conditions Using Covariance Neural Networks
Sihag, S., Mateos, G. & Ribeiro, A., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks
Khalafi, S., Sihag, S. & Ribeiro, A., 2024, In: Proceedings of Machine Learning Research. 235, p. 23577-23621 45 p.Research output: Contribution to journal › Conference article › peer-review
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Transferability of coVariance Neural Networks
Sihag, S., Mateos, G., Mcmillan, C. & Ribeiro, A., 2024, In: IEEE Journal on Selected Topics in Signal Processing. 18, 2, p. 199-215 17 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Estimating Structurally Similar Graphical Models
Sihag, S. & Tajer, A., Feb 1 2023, In: IEEE Transactions on Information Theory. 69, 2, p. 1093-1124 32 p.Research output: Contribution to journal › Article › peer-review