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Number of items: 9.
Article
Borges, Beatriz;
Foroutan, Negar;
Bayazit, Deniz;
Sotnikova, Anna;
Montariol, Syrielle;
Nazaretzky, Tanya;
Banaei, Mohammadreza;
... Bosselut, Antoine; + view all
(2024)
Could ChatGPT get an engineering degree? Evaluating higher education vulnerability to AI assistants.
Proceedings of the National Academy of Sciences
, 121
(49)
, Article e2414955121. 10.1073/pnas.2414955121.
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Cagnetta, Francesco;
Favero, Alessandro;
Sclocchi, Antonio;
Wyart, Matthieu;
(2025)
Scaling laws and representation learning in simple hierarchical languages: Transformers versus convolutional architectures.
Physical Review E
, 112
(6)
, Article 065312. 10.1103/qtd6-nl8p.
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Franz, Silvio;
Sclocchi, Antonio;
Urbani, Pierfrancesco;
(2021)
Surfing on minima of isostatic landscapes: avalanches and unjamming transition.
Journal of Statistical Mechanics: Theory and Experiment
, 2021
(2)
, Article 023208. 10.1088/1742-5468/abdc16.
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Franz, Silvio;
Sclocchi, Antonio;
Urbani, Pierfrancesco;
(2020)
Critical energy landscape of linear soft spheres.
SciPost Physics
, 9
(1)
, Article 012. 10.21468/scipostphys.9.1.012.
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Sclocchi, Antonio;
Favero, Alessandro;
Levi, Noam Itzhak;
Wyart, Matthieu;
(2025)
Probing the latent hierarchical
structure of data via diffusion models.
Journal of Statistical Mechanics: Theory and Experiment
, 2025
(8)
, Article 084005. 10.1088/1742-5468/aded6c.
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Sclocchi, Antonio;
Favero, Alessandro;
Wyart, Matthieu;
(2025)
A phase transition in diffusion models reveals the hierarchical nature of data.
Proceedings of the National Academy of Sciences (PNAS)
, 122
(1)
, Article e2408799121. 10.1073/pnas.2408799121.
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Sclocchi, Antonio;
Urbani, Pierfrancesco;
(2022)
High-dimensional optimization under nonconvex excluded volume constraints.
Physical Review E
, 105
(2-1)
, Article 024134. 10.1103/PhysRevE.105.024134.
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Sclocchi, Antonio;
Urbani, Pierfrancesco;
(2021)
Proliferation of non-linear excitations in the piecewise-linear perceptron.
SciPost Physics
, 10
(1)
, Article 013. 10.21468/scipostphys.10.1.013.
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Sclocchi, Antonio;
Wyart, Matthieu;
(2024)
On the different regimes of stochastic gradient descent.
Proceedings of the National Academy of Sciences (PNAS)
, 121
(9)
, Article e2316301121. 10.1073/pnas.2316301121.
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