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Electronic Colloquium on Computational Complexity

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REPORTS > AUTHORS > VINOD VAIKUNTANATHAN:
All reports by Author Vinod Vaikuntanathan:

TR25-018 | 27th January 2025
Neekon Vafa, Vinod Vaikuntanathan

Symmetric Perceptrons, Number Partitioning and Lattices

The symmetric binary perceptron ($\mathrm{SBP}_{\kappa}$) problem with parameter $\kappa : \mathbb{R}_{\geq1} \to [0,1]$ is an average-case search problem defined as follows: given a random Gaussian matrix $\mathbf{A} \sim \mathcal{N}(0,1)^{n \times m}$ as input where $m \geq n$, output a vector $\mathbf{x} \in \{-1,1\}^m$ such that $$|| \mathbf{A} \mathbf{x} ||_{\infty} \leq ... more >>>




ISSN 1433-8092 | Imprint