Search Results for author: Cyril Letrouit

Found 3 papers, 2 papers with code

A mathematical perspective on Transformers

1 code implementation17 Dec 2023 Borjan Geshkovski, Cyril Letrouit, Yury Polyanskiy, Philippe Rigollet

Transformers play a central role in the inner workings of large language models.

The emergence of clusters in self-attention dynamics

1 code implementation NeurIPS 2023 Borjan Geshkovski, Cyril Letrouit, Yury Polyanskiy, Philippe Rigollet

Cluster locations are determined by the initial tokens, confirming context-awareness of representations learned by Transformers.

Exact observability properties of subelliptic wave and Schr{ö}dinger equations

no code implementations14 Jan 2021 Cyril Letrouit

In this survey paper, we report on recent works concerning exact observability (and, by duality, exact controllability) properties of subelliptic wave and Schr{\"o}dinger-type equations.

Analysis of PDEs Optimization and Control Spectral Theory

Cannot find the paper you are looking for? You can Submit a new open access paper.