A lattice modulo sampling framework extends recovery guarantees and algorithms to arbitrary lattices at the standard rate, reducing MSE via smaller normalized second moment lattices such as hexagonal (16.7% gain in 2D) and E8 (57% in 8D).
mSQUID: Model-based leanred modulo recovery at low sampling rates,
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Lattice Modulo Sampling
A lattice modulo sampling framework extends recovery guarantees and algorithms to arbitrary lattices at the standard rate, reducing MSE via smaller normalized second moment lattices such as hexagonal (16.7% gain in 2D) and E8 (57% in 8D).