High Dimensional Linear Regression using Lattice Basis Reduction

Ilias Zadik, David Gamarnik

Neural Information Processing Systems 

We propose a new polynomial-time algorithm for this task which is based on the seminal Lenstra-Lenstra-Lovasz (LLL) lattice basis reduction algorithm.

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