Parallel Algorithms Align with Neural Execution

8 July 2023

Papers citing "Parallel Algorithms Align with Neural Execution"

8 / 8 papers shown

Title
Deep Equilibrium Algorithmic Reasoning Dobrik Georgiev JJ Wilson Davide Buffelli Pietro Lio' 21 0 0 19 Oct 2024
Positional Attention: Expressivity and Learnability of Algorithmic Computation Artur Back de Luca George Giapitzakis Shenghao Yang Petar Veličković K. Fountoulakis 34 0 0 02 Oct 2024
Simulation of Graph Algorithms with Looped Transformers Artur Back de Luca K. Fountoulakis 43 14 0 02 Feb 2024
SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning Julian Minder Florian Grötschla Joël Mathys Roger Wattenhofer 22 8 0 21 Sep 2023
Neural Algorithmic Reasoning for Combinatorial Optimisation Dobrik Georgiev Danilo Numeroso D. Bacciu Pietro Lio' NAI 13 13 0 18 May 2023
Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis Renjie Liao LRM OOD NAI 38 26 0 01 Nov 2022
The CLRS Algorithmic Reasoning Benchmark Petar Velivcković Adria Puigdomenech Badia David Budden Razvan Pascanu Andrea Banino Mikhail Dashevskiy R. Hadsell Charles Blundell 154 86 0 31 May 2022
Algorithmic Concept-based Explainable Reasoning Dobrik Georgiev Pietro Barbiero Dmitry Kazhdan Petar Velivcković Pietro Lió 61 16 0 15 Jul 2021