Normalization-free BIHT is sample-optimal in the noiseless setting, but under any sign corruption its last-iterate provably oscillates forever.
Quantization of compressive samples with stable and robust recovery
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On the Role of Normalization in Binary Iterative Hard Thresholding for 1-bit Compressed Sensing
Normalization-free BIHT is sample-optimal in the noiseless setting, but under any sign corruption its last-iterate provably oscillates forever.