Author

Enric Boix-Adserà

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#artificial intelligence Preprint Sep 2026

MoRE: Scaling mixture of experts with hardware-aware low-rank routing

This work proves that rank logarithmic in $M$ suffices for routing expressivity when the number of active experts is fixed, and is necessary up to precision factors, and introduces MoRE (Mixture of Rank-reduced-routed Experts), which factorizes the router weight matrix at rank r and reduces the routing cost to $O((h +...

Honam Wong, Surbhi Goel, Enric Boix-Adserà · 0 citations

#artificial intelligence Preprint Sep 2026

Logical subspace in LLMs

The minimal viable subspace (MVS) method, which searches for the lowest-rank activation subspace at a layer that preserves task performance when everything outside that subspace is ablated, suggests a functionally localizable core machinery for logic akin to that in the human brain.

Hope H. Kean, Enric Boix-Adserà · 0 citations