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Articles by Freya Behrens

GWAS meta-analysis of psoriasis identifies new susceptibility alleles impacting disease mechanisms and therapeutic targets
28 February 2025 by N. Dand and others
Genetic and Genomic Medicine
Dynamical Cavity Method for Hypergraphs and its Application to Quenches in the k-XOR-SAT Problem
19 December 2024 by Aude Maier and others
Disordered Systems and Neural Networks
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants
27 November 2024 by Beatriz Borges and others
Computers and Society, Artificial Intelligence
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers
8 October 2024 by Freya Behrens and others
Machine Learning
Quenches in the Sherrington-Kirkpatrick model
17 July 2024 by Vittorio Erba and others
Disordered Systems and Neural Networks
Counting and Hardness-of-Finding Fixed Points in Cellular Automata on Random Graphs
3 June 2024 by Cédric Koller and others
Disordered Systems and Neural Networks, Statistical Mechanics
A phase transition between positional and semantic learning in a solvable model of dot-product attention
6 February 2024 by Hugo Cui and others
Machine Learning
Dynamical Phase Transitions in Graph Cellular Automata
24 October 2023 by Freya Behrens and others
Disordered Systems and Neural Networks
Backtracking Dynamical Cavity Method
8 September 2023 by Freya Behrens and others
Disordered Systems and Neural Networks
Unveiling the Hessian's Connection to the Decision Boundary
12 June 2023 by Mahalakshmi Sabanayagam and others
Machine Learning, Disordered Systems and Neural Networks
Inflammation in children with chronic kidney disease linked to gut dysbiosis and metabolite imbalance
19 August 2022 by J. Holle and others
Pediatrics
(Dis)assortative Partitions on Random Regular Graphs
17 March 2022 by Freya Behrens and others
Disordered Systems and Neural Networks, Statistical Mechanics
Bandits for Learning to Explain from Explanations
7 February 2021 by Freya Behrens and others
Machine Learning
Physiological synchrony promotes cooperative success in real-life interactions
12 November 2020 by Freya Behrens and others at LogoLeiden University
Physiology
Neurally Augmented ALISTA
5 October 2020 by Freya Behrens and others
Machine Learning, Information Theory