On MMSE estimation from quantized observations in the nonasymptotic regime

Jaeho Lee, Maxim Raginsky, Pierre Moulin

This paper studies MMSE estimation on the basis of quantized noisy observations. It presents nonasymptotic bounds on MMSE regret due to quantization for two settings: (1) estimatio…