Do we agree that this kind of “online” normalization is not injective ? In the sense that two distinct inputs that are observed and normalized at different time may be mapped to the same output value.
Furthermore, this mapping / filtering / normalization is not guaranteed to be monotonic (especially in the beginning when very few data have been observed).