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cs.IT2026
On the Role of Normalization in Binary Iterative Hard Thresholding for 1-bit Compressed Sensing
Arya Mazumdar, Prateeti Mukherjee
Binary Iterative Hard Thresholding (BIHT) is a simple, yet effective, greedy method for recovering a sparse vector from one-bit sign measurements. In its original form, BIHT perfor…
cs.DC2026
Approximate Distributed Coded Computing: Polynomial Codes and Randomized Sketching
Neophytos Charalambides, Arya Mazumdar
Coded computing is a distributed paradigm that uses coding theory to introduce \textit{redundancy} and overcome bottlenecks in large-scale systems. In the same vein, randomized num…