From 427a8fa280f32f0a04a539cbbd85471934e2f97a Mon Sep 17 00:00:00 2001 From: Jaron Kent-Dobias Date: Sat, 3 Aug 2024 15:51:41 +0200 Subject: Lots of writing. --- topology.bib | 146 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 146 insertions(+) (limited to 'topology.bib') diff --git a/topology.bib b/topology.bib index 1b19671..293c288 100644 --- a/topology.bib +++ b/topology.bib @@ -1,3 +1,33 @@ +@article{Altieri_2019_Constraint, + author = {Altieri, Ada and Franz, Silvio}, + title = {Constraint satisfaction mechanisms for marginal stability and criticality in large ecosystems}, + journal = {Physical Review E}, + publisher = {American Physical Society (APS)}, + year = {2019}, + month = {January}, + number = {1}, + volume = {99}, + pages = {010401}, + url = {http://dx.doi.org/10.1103/PhysRevE.99.010401}, + doi = {10.1103/physreve.99.010401}, + issn = {2470-0053} +} + +@article{Annesi_2023_Star-shaped, + author = {Annesi, Brandon Livio and Lauditi, Clarissa and Lucibello, Carlo and Malatesta, Enrico M. and Perugini, Gabriele and Pittorino, Fabrizio and Saglietti, Luca}, + title = {Star-Shaped Space of Solutions of the Spherical Negative Perceptron}, + journal = {Physical Review Letters}, + publisher = {American Physical Society (APS)}, + year = {2023}, + month = {11}, + number = {22}, + volume = {131}, + pages = {227301}, + url = {http://dx.doi.org/10.1103/PhysRevLett.131.227301}, + doi = {10.1103/physrevlett.131.227301}, + issn = {1079-7114} +} + @book{Audin_2014_Morse, author = {Audin, Michèle and Damian, Mihai}, title = {Morse theory and {Floer} homology}, @@ -9,6 +39,107 @@ translator = {Erné, Reinie} } +@article{Baldassi_2016_Unreasonable, + author = {Baldassi, Carlo and Borgs, Christian and Chayes, Jennifer T. and Ingrosso, Alessandro and Lucibello, Carlo and Saglietti, Luca and Zecchina, Riccardo}, + title = {Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes}, + journal = {Proceedings of the National Academy of Sciences}, + publisher = {Proceedings of the National Academy of Sciences}, + year = {2016}, + month = {11}, + number = {48}, + volume = {113}, + pages = {E7655--E7662}, + url = {http://dx.doi.org/10.1073/pnas.1608103113}, + doi = {10.1073/pnas.1608103113}, + issn = {1091-6490} +} + +@article{Baldassi_2019_Properties, + author = {Baldassi, Carlo and Malatesta, Enrico M. and Zecchina, Riccardo}, + title = {Properties of the Geometry of Solutions and Capacity of Multilayer Neural Networks with Rectified Linear Unit Activations}, + journal = {Physical Review Letters}, + publisher = {American Physical Society (APS)}, + year = {2019}, + month = {10}, + number = {17}, + volume = {123}, + pages = {170602}, + url = {https://doi.org/10.1103%2Fphysrevlett.123.170602}, + doi = {10.1103/physrevlett.123.170602} +} + +@article{Baldassi_2023_Typical, + author = {Baldassi, Carlo and Malatesta, Enrico M. and Perugini, Gabriele and Zecchina, Riccardo}, + title = {Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights}, + journal = {Physical Review E}, + publisher = {American Physical Society (APS)}, + year = {2023}, + month = {August}, + number = {2}, + volume = {108}, + pages = {024310}, + url = {http://dx.doi.org/10.1103/PhysRevE.108.024310}, + doi = {10.1103/physreve.108.024310}, + issn = {2470-0053} +} + +@unpublished{Beneventano_2023_On, + author = {Beneventano, Pierfrancesco}, + title = {On the Trajectories of {SGD} Without Replacement}, + year = {2023}, + month = {dec}, + url = {http://arxiv.org/abs/2312.16143v2}, + archiveprefix = {arXiv}, + eprint = {2312.16143v2}, + eprintclass = {cs.LG}, + eprinttype = {arxiv} +} + +@article{Franz_2016_The, + author = {Franz, Silvio and Parisi, Giorgio}, + title = {The simplest model of jamming}, + journal = {Journal of Physics A: Mathematical and Theoretical}, + publisher = {IOP Publishing}, + year = {2016}, + month = {February}, + number = {14}, + volume = {49}, + pages = {145001}, + url = {http://dx.doi.org/10.1088/1751-8113/49/14/145001}, + doi = {10.1088/1751-8113/49/14/145001}, + issn = {1751-8121} +} + +@article{Franz_2017_Universality, + author = {Franz, Silvio and Parisi, Giorgio and Sevelev, Maxime and Urbani, Pierfrancesco and Zamponi, Francesco}, + title = {Universality of the {SAT-UNSAT} (jamming) threshold in non-convex continuous constraint satisfaction problems}, + journal = {SciPost Physics}, + publisher = {Stichting SciPost}, + year = {2017}, + month = {June}, + number = {3}, + volume = {2}, + pages = {019}, + url = {http://dx.doi.org/10.21468/SciPostPhys.2.3.019}, + doi = {10.21468/scipostphys.2.3.019}, + issn = {2542-4653} +} + +@article{Franz_2019_Critical, + author = {Franz, Silvio and Sclocchi, Antonio and Urbani, Pierfrancesco}, + title = {Critical Jammed Phase of the Linear Perceptron}, + journal = {Physical Review Letters}, + publisher = {American Physical Society (APS)}, + year = {2019}, + month = {September}, + number = {11}, + volume = {123}, + pages = {115702}, + url = {http://dx.doi.org/10.1103/PhysRevLett.123.115702}, + doi = {10.1103/physrevlett.123.115702}, + issn = {1079-7114} +} + @article{Fyodorov_2004_Complexity, author = {Fyodorov, Yan V.}, title = {Complexity of Random Energy Landscapes, Glass Transition, and Absolute Value of the Spectral Determinant of Random Matrices}, @@ -138,6 +269,21 @@ primaryclass = {cond-mat.dis-nn} } +@article{Mezard_2009_Constraint, + author = {Mézard, Marc and Mora, Thierry}, + title = {Constraint satisfaction problems and neural networks: A statistical physics perspective}, + journal = {Journal of Physiology-Paris}, + publisher = {Elsevier BV}, + year = {2009}, + month = {January}, + number = {1–2}, + volume = {103}, + pages = {107--113}, + url = {http://dx.doi.org/10.1016/j.jphysparis.2009.05.013}, + doi = {10.1016/j.jphysparis.2009.05.013}, + issn = {0928-4257} +} + @unpublished{Montanari_2023_Solving, author = {Montanari, Andrea and Subag, Eliran}, title = {Solving overparametrized systems of random equations: I. Model and algorithms for approximate solutions}, -- cgit v1.2.3-70-g09d2