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Automatic Hyperparameter Tuning in Sparse Matrix Factorization

Authors : Kawasumi, Ryota; Takeda, Koujin

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Arts and Humanities (miscellaneous)

Source: Neural Computation. 35:1086-1099

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Conductivity of Two-Dimensional Small Gap Semiconductors and Topological Insulators in Strong Coulomb Disorder

Authors : Huang, Yi; Skinner, Brian; Shklovskii, B. I.

Subjects: Condensed Matter - Mesoscale and Nanoscale Physics; Mesoscale and Nanoscale Physics (cond-mat.mes-hall); FOS: Physical sciences

Source: Journal of Experimental and Theoretical Physics. 135:409-425

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Massively degenerate coherent perfect absorber for arbitrary wavefronts

Authors : Slobodkin, Yevgeny; Weinberg, Gil; Hörner, Helmut

Subjects: Multidisciplinary; Physics::Optics; FOS: Physical sciences

Source: Science. 377:995-998

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Crisanti–Sommers Formula and Simultaneous Symmetry Breaking in Multi-species Spherical Spin Glasses

Authors : Erik Bates; Youngtak Sohn

Subjects: 60K35, 60G15, 82B44, 82D30; Probability (math.PR); FOS: Mathematics

Source: Communications in Mathematical Physics. 394:1101-1152

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On Neural Network Kernels and the Storage Capacity Problem

Authors : Zavatone-Veth, Jacob A.; Pehlevan, Cengiz

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Quantitative Biology::Neurons and Cognition

Source: Neural Computation. 34:1136-1142

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Thermally activated intermittent dynamics of creeping crack fronts along disordered interfaces

Authors : Knut Jørgen Måløy; Alain Cochard; Tom Vincent-Dospital ...

Subjects: Materials science; Science; FOS: Physical sciences

Source: Scientific Reports, Vol 11, Iss 1, Pp 1-16 (2021)Scientific ReportsScientific Reports, Nature Publishing Group, 2021, 11 (1), ⟨10.1038/s41598-021-98556-x⟩

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Restricted Boltzmann Machines as Models of Interacting Variables

Authors : Nicola Bulso; Yasser Roudi

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Hidden node problem

Source: Neural Computation. 33:2646-2681

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Unified treatment of synchronization patterns in generalized networks with higher-order, multilayer, and temporal interactions

Authors : Yuanzhao Zhang; Vito Latora; Adilson E. Motter

Subjects: Theoretical computer science; Computer science; Physics

Source: Communications Physics, Vol 4, Iss 1, Pp 1-9 (2021)

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U(1) dynamics in neuronal activities

Authors : Chia-Ying Lin; Ping-Han Chen; Hsiu-Hau Lin

Subjects: Neurons; Multidisciplinary; Quantitative Biology::Neurons and Cognition

Source: Scientific reports. 12(1)

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Pathological Spectra of the Fisher Information Metric and Its Variants in Deep Neural Networks

Authors : Shun-ichi Amari; Shotaro Akaho; Ryo Karakida

Subjects: FOS: Computer and information sciences; Hessian matrix; Computer Science - Machine Learning

Source: Neural Computation. 33:2274-2307

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