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Sadaf Syed

3 accepted papers

2025

Low Complexity Rate Splitting Approach in RIS-Aided Systems Based on Channel Statistics

ICASSP 2025accepted

Rate splitting multiple access (RSMA) and reconfigurable intelligent surface (RIS) are two prospective technologies for improving the spectral and energy efficiency in future wireless communication systems. In this work, we investigate a rate splitting (RS) technique for an RIS-aided system in the p…

Cited by 0SourceScholar
2024

Sparse Bayesian Generative Modeling for Compressive Sensing

NeurIPS 2024poster

This work addresses the fundamental linear inverse problem in compressive sensing (CS) by introducing a new type of regularizing generative prior. Our proposed method utilizes ideas from classical dictionary-based CS and, in particular, sparse Bayesian learning (SBL), to integrate a strong regulariz…