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Author

Freya Behrens

Observed name: Behrens, Freya
ORCID: 0000-0001-6583-790X
Observed ORCID: 0000-0001-6583-790X
OpenAlex ID: A5055717577
Dynamical phase transitions in graph cellular automata
2024 · Freya Behrens, Barbora Hudcová, et al. · Physical review. E · 10
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Quenches in the Sherrington–Kirkpatrick model
2024 · Vittorio Erba, Freya Behrens, et al. · Journal of Statistical Mechanics Theory and Experiment · 9
Backtracking Dynamical Cavity Method
2023 · Freya Behrens, Barbora Hudcová, et al. · Physical Review X · 8
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(Dis)assortative partitions on random regular graphs
2022 · Freya Behrens, Gabriel Arpino, et al. · Journal of Physics A Mathematical and Theoretical · 8
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Neurally Augmented ALISTA
2020 · Behrens, Freya, Sauder, Jonathan, et al. · arXiv (Cornell University) · 8
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MetaExp
2018 · Freya Behrens, Fatemeh Aghaei, et al. · International World Wide Web Conference (WWW) · 6
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A phase transition between positional and semantic learning in a solvable model of dot-product attention*
2025 · Hugo Cui, Freya Behrens, et al. · Journal of Statistical Mechanics Theory and Experiment · 5
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Counting and hardness-of-finding fixed points in cellular automata on random graphs
2024 · Cédric Koller, Freya Behrens, et al. · Journal of Physics A Mathematical and Theoretical · 5
Statistical mechanics of deep learning
2024 · Freya Behrens, Nischal Mainali, et al. · Journal of Statistical Mechanics Theory and Experiment · 3
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
2024 · Hugo Cui, Freya Behrens, et al. · neural information processing systems · 3
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Unveiling the Hessian's Connection to the Decision Boundary
2023 · Sabanayagam, Mahalakshmi, Behrens, Freya, et al. · arXiv (Cornell University) · 1
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Bandits for Learning to Explain from Explanations
2021 · Behrens, Freya, Teso, Stefano, et al. · arXiv (Cornell University) · 1
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MAxBench: A Multinomial Concept Recovery Benchmark
2026 · Appapogu, Divya, Behrens, Freya, et al. · arXiv (Cornell University)
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Minority takeover in majority dynamics: Searching for rare initializations via the history passing algorithm
2026 · Marek Jankola, Freya Behrens, et al. · Physical review. E
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Dynamical cavity method for hypergraphs and its application to quenches in the k − XOR − SAT problem
2025 · Aude Maier, Freya Behrens, et al. · Physical review. E
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Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledge
2025 · Behrens, Freya, Zdeborová, Lenka · arXiv (Cornell University)
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Structure and Computation in Disordered Systems and Neural Networks
2025 · Behrens, Freya · Infoscience (Ecole Polytechnique Fédérale de Lausanne)
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers
2024 · Behrens, Freya, Biggio, Luca, et al. · arXiv (Cornell University)
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Measuring the Impact of Model and Input Heterogeneity in Personalized Federated Learning
2021 · Freya Behrens · Infoscience (Ecole Polytechnique Fédérale de Lausanne)
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Works count: 20
Citation count: 67
H-index: 6
I10-index: 1
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