Abstract: In order to reduce the quadratic cost of matrix-vector multiplications in dense and attention layers, Monarch matrices have been recently introduced, achieving a sub-quadratic complexity. It ...

Abstract: Recommendation systems play an important role in creating personalized content for consumers, improving their overall experiences across several applications. Providing the user with ...

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