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What is Noise Bottleneck in Data Analysis about?

1) As the amount of data and information increases, the role of noise also increases disproportionately due to winner-take-all effects. More spurious or random information dominates over meaningful signals. 2) This phenomenon is paradoxical since conventionally, increasing sample sizes reduces the impact of noise. However, here the constant limits of things like attention spans and news feeds mean noise has an amplified effect. 3) The document presents mathematical models of how noise dominates over sign

Author

zendome

Language

EN