Miscellaneous topics

I am always exploring and expanding into new topics. Some of the recent escapades are highlighted below.

Gamage, Anuththari; Rappaport, Brian; Aeron, Shuchin; Hu, Xiaozhe; Common randomized shortest paths (C-RSP): A simple yet effective framework for multi-view graph embedding, ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 3542-3546, 2019, IEEE
Liu, Yushi; Tracey, Brian; Aeron, Shuchin; Miller, Eric; Sun, Tao; McDannold, Nathan; Murphy, James; Artifact suppression for passive cavitation imaging using U-Net CNNs with uncertainty quantification,2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP), 1037-1042,2019, IEEE
Kalabić, Uroš; Grover, Piyush; Aeron, Shuchin; Optimization-based incentivization and control scheme for autonomous traffic, 2020 IEEE Intelligent Vehicles Symposium (IV), 1444-1449, 2020
Somappa, Laxmeesha; Aeron, Shuchin; Menon, Adarsh G; Sonkusale, Sameer; Seshia, Ashwin A; Baghini, Maryam Shojaei; On quantized analog compressive sensing methods for efficient resonator frequency estimation, IEEE Transactions on Circuits and Systems I: Regular Papers, 67, 12,4556-4565, 2020
Abbasi, Ahmed Ali; Tasissa, Abiy; Aeron, Shuchin; R-local unlabeled sensing: A novel graph matching approach for multiview unlabeled sensing under local permutations, IEEE Open Journal of Signal Processing, 2, 309-317, 2021
Bin Masud, Shoaib; Jenkins, Conor; Hussey, Erika; Elkin-Frankston, Seth; Mach, Phillip; Dhummakupt, Elizabeth; Aeron, Shuchin; Utilizing machine learning with knockoff filtering to extract significant metabolites in Crohn’s disease with a publicly available untargeted metabolomics dataset, Plos one, 16, 7, e0255240, 2021