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Fast Learning Requires Good Memory: A Time-Space Lower Bound for Parity Learning
Parity Learning bounded storage model
2016/2/22
We prove that any algorithm for learning parities requires either a memory of
quadratic size or an exponential number of samples. This proves a recent conjecture
of Steinhardt, Valiant and Wager [SV...
