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@article{Fyodorov_2019_A,
author = {Fyodorov, Yan V.},
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author = {Fyodorov, Y. V. and Tublin, R.},
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}
@article{Fyodorov_2022_Optimization,
author = {Fyodorov, Yan V and Tublin, Rashel},
title = {Optimization landscape in the simplest constrained random least-square problem},
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publisher = {IOP Publishing},
year = {2022},
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}
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author = {Hatcher, Allen},
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publisher = {Cambridge University Press},
year = {2002},
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}
@article{Kamali_2023_Dynamical,
author = {Kamali, Persia Jana and Urbani, Pierfrancesco},
title = {Dynamical mean field theory for models of confluent tissues and beyond},
journal = {SciPost Physics},
publisher = {Stichting SciPost},
year = {2023},
month = {November},
number = {5},
volume = {15},
pages = {219},
url = {http://dx.doi.org/10.21468/SciPostPhys.15.5.219},
doi = {10.21468/scipostphys.15.5.219},
issn = {2542-4653}
}
@unpublished{Kamali_2023_Stochastic,
author = {Kamali, Persia Jana and Urbani, Pierfrancesco},
title = {Stochastic Gradient Descent outperforms Gradient Descent in recovering a high-dimensional signal in a glassy energy landscape},
year = {2023},
month = {sep},
url = {http://arxiv.org/abs/2309.04788v2},
note = {},
archiveprefix = {arXiv},
eprint = {2309.04788v2},
eprintclass = {cs.LG},
eprinttype = {arxiv}
}
@unpublished{Montanari_2023_Solving,
author = {Montanari, Andrea and Subag, Eliran},
title = {Solving overparametrized systems of random equations: I. Model and algorithms for approximate solutions},
year = {2023},
month = {jun},
url = {http://arxiv.org/abs/2306.13326v1},
note = {},
archiveprefix = {arXiv},
eprint = {2306.13326v1},
eprintclass = {math.PR},
eprinttype = {arxiv}
}
@unpublished{Montanari_2024_On,
author = {Montanari, Andrea and Subag, Eliran},
title = {On {Smale}'s 17th problem over the reals},
year = {2024},
month = {may},
url = {http://arxiv.org/abs/2405.01735v1},
note = {},
archiveprefix = {arXiv},
eprint = {2405.01735v1},
eprintclass = {cs.DS},
eprinttype = {arxiv}
}
@article{Urbani_2023_A,
author = {Urbani, Pierfrancesco},
title = {A continuous constraint satisfaction problem for the rigidity transition in confluent tissues},
journal = {Journal of Physics A: Mathematical and Theoretical},
publisher = {IOP Publishing},
year = {2023},
month = {February},
number = {11},
volume = {56},
pages = {115003},
url = {http://dx.doi.org/10.1088/1751-8121/acb742},
doi = {10.1088/1751-8121/acb742},
issn = {1751-8121}
}
@unpublished{Urbani_2024_Statistical,
author = {Urbani, Pierfrancesco},
title = {Statistical physics of complex systems: glasses, spin glasses, continuous constraint satisfaction problems, high-dimensional inference and neural networks},
year = {2024},
month = {may},
url = {http://arxiv.org/abs/2405.06384v1},
note = {},
archiveprefix = {arXiv},
eprint = {2405.06384v1},
eprintclass = {cond-mat.dis-nn},
eprinttype = {arxiv}
}
@unpublished{Vivo_2024_Random,
author = {Vivo, Pierpaolo},
title = {Random Linear Systems with Quadratic Constraints: from Random Matrix Theory to replicas and back},
year = {2024},
month = {jan},
url = {http://arxiv.org/abs/2401.03209v2},
archiveprefix = {arXiv},
eprint = {2401.03209v2},
eprintclass = {cond-mat.stat-mech},
eprinttype = {arxiv}
}
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