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DGS

Discrete Gaussian Sampling

Sample lattice vectors according to a discrete Gaussian.

Classical · shifted · above smoothing · 2^{0.2075n} batch

Jointly independent shifted-Gaussian approximation; s >= 3 eta_{1/2}(L)/2

1 results · 1 papers
ClassicalProvableWorst case2c n + o(n)
#PUBLICATION / AUTHORSDATETIME BOUNDSPACE BOUNDEVIDENCE
1Gaussian Difference Dynamics: Breaking the 2^(n/2) Barrier for the Shortest Vector Problem and Discrete Gaussian SamplingYiming Gao · Xuyuan Han · Honggang HuePrint 2026/2690SourceBibTeX / detailsclassical provable worst case DGS shifted above smoothing batch3 Nov 2026(3/2)n/2+o(n) total batch time(4/3)n/2+o(n) including outputsPreprintSource checked
Comparison definition & assumptions
Regime
Jointly independent shifted-Gaussian approximation; s >= 3 eta_{1/2}(L)/2
Computation
Classical
Rigor
Provable
Instances
Worst case
Cost scale
2^{c n + o(n)}
Parameter
n
Description
Total resource cost for floor((4/3)^{n/2}) samples at a fixed width threshold.
Comparison rules
Batch size is floor(2^{beta n}), beta=(1/2)log_2(4/3); compare total cost, not amortized single-sample cost. The older ADRS batch has 2^{n/2} outputs and remains in a different list.
Tags
shifted, above smoothing, batch