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cs.IT2022
Uncertainty-Based Non-Parametric Active Peak Detection
Praneeth Narayanamurthy, Urbashi Mitra
Active, non-parametric peak detection is considered. As a use case, active source localization is examined and an uncertainty-based sampling scheme algorithm to effectively localiz…
cs.IT2018
Static and Dynamic Robust PCA and Matrix Completion: A Review
Namrata Vaswani, Praneeth Narayanamurthy
Principal Components Analysis (PCA) is one of the most widely used dimension reduction techniques. Robust PCA (RPCA) refers to the problem of PCA when the data may be corrupted by…