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A phase transition between positional and semantic learning in a solvable model of dot-product attention.

H. Cui, F. Behrens, F. Krzakala, and L. Zdeborová. CoRR, (2024)

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Hugo

Keqiang Cui

Huiling Cui

Ai Cui

Yifang Cui

Other publications of authors with the same name

Asymptotics of feature learning in two-layer networks after one gradient-step.H. Cui, L. Pesce, Y. Dandi, F. Krzakala, Y. Lu, L. Zdeborová, and B. Loureiro. CoRR, (2024)High-dimensional Asymptotics of Denoising Autoencoders.H. Cui, and L. Zdeborová. CoRR, (2023)Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime.H. Cui, B. Loureiro, F. Krzakala, and L. Zdeborová. NeurIPS, page 10131-10143. (2021)Bayes-optimal Learning of Deep Random Networks of Extensive-width.H. Cui, F. Krzakala, and L. Zdeborová. ICML, volume 202 of Proceedings of Machine Learning Research, page 6468-6521. PMLR, (2023)Analysis of learning a flow-based generative model from limited sample complexity.H. Cui, F. Krzakala, E. Vanden-Eijnden, and L. Zdeborová. CoRR, (2023)Large deviations in the perceptron model and consequences for active learning.H. Cui, L. Saglietti, and L. Zdeborová. Mach. Learn. Sci. Technol., 2 (4): 45001 (2021)Deterministic equivalent and error universality of deep random features learning.D. Schröder, H. Cui, D. Dmitriev, and B. Loureiro. ICML, volume 202 of Proceedings of Machine Learning Research, page 30285-30320. PMLR, (2023)Large deviations for the perceptron model and consequences for active learning.H. Cui, L. Saglietti, and L. Zdeborová. CoRR, (2019)Capturing the learning curves of generic features maps for realistic data sets with a teacher-student model.B. Loureiro, C. Gerbelot, H. Cui, S. Goldt, F. Krzakala, M. Mézard, and L. Zdeborová. CoRR, (2021)Error Rates for Kernel Classification under Source and Capacity Conditions.H. Cui, B. Loureiro, F. Krzakala, and L. Zdeborová. CoRR, (2022)

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Disambiguation of "Cui, Hugo"

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A phase transition between positional and semantic learning in a solvable model of dot-product attention.

Please choose a person to relate this publication to

Hugo

Keqiang Cui

Huiling Cui

Ai Cui

Yifang Cui

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Cui, Hugo"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A phase transition between positional and semantic learning in a solvable model of dot-product attention.

Please choose a person to relate this publication to

Hugo

Keqiang Cui

Huiling Cui

Ai Cui

Yifang Cui

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
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A phase transition between positional and semantic learning in a solvable model of dot-product attention.