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- Currently displaying 641 - 660 of 3257 publications
Locality defeats the curse of dimensionality in convolutional teacher–student scenarios* *This article is an updated version of: Favero A, Cagnetta F and Wyart M 2021 Locality defeats the curse of dimensionality in convolutional teacher–student scenarios Advances in Neural Information Processing Systems vol 34, ed M Ranzato, A Beygelzimer, Y Dauphin, P S Liang and J Wortman Vaughan (New York: Curran Associates) pp 9456–67.
– Journal of Statistical Mechanics Theory and Experiment
(2022)
2022,
114012
(doi: 10.1088/1742-5468/ac98ab)
Relative stability toward diffeomorphisms indicates performance in deep nets
– Journal of Statistical Mechanics: Theory and Experiment
(2022)
2022,
114013
(doi: 10.1088/1742-5468/ac98ac)
Holography from Singular Supertranslations on a Black Hole Horizon.
– Physical Review Letters
(2022)
129,
221603
Charting Galactic Accelerations with Stellar Streams and Machine Learning
– Astrophysical Journal
(2022)
940,
22
(doi: 10.3847/1538-4357/ac93ee)
Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks
(2022)
(doi: 10.48550/arxiv.2211.07807)
Targeted search for the kinematic dipole of the gravitational-wave background
(2022)
(doi: 10.48550/arxiv.2208.01330)
Well-posed formulation of Einstein-Maxwell effective field theory
– Physical Review D: Particles, Fields, Gravitation and Cosmology
(2022)
106,
104019
(doi: 10.1103/PhysRevD.106.104019)
Stability of the microcanonical ensemble in Euclidean Quantum Gravity
– Journal of High Energy Physics
(2022)
2022,
46
(doi: 10.1007/JHEP11(2022)046)
Probing anisotropies of the Stochastic Gravitational Wave Background with LISA
– Journal of Cosmology and Astroparticle Physics
(2022)
2022,
009
A Neural Network Subgrid Model of the Early Stages of Planet Formation
(2022)
(doi: 10.48550/arxiv.2211.04160)
Black tunnels and hammocks
– Journal of High Energy Physics
(2022)
2022,
21
(doi: 10.1007/jhep11(2022)021)
A deformed IR: a new IR fixed point for four-dimensional holographic theories
(2022)
Large spin-2 signals at the cosmological collider
– Journal of High Energy Physics
(2022)
2022,
194
(doi: 10.1007/jhep10(2022)194)
$\texttt{Mangrove}$: Learning Galaxy Properties from Merger Trees
(2022)
(doi: 10.48550/arxiv.2210.13473)
The eccentricity distribution of wide binaries
– Monthly Notices of the Royal Astronomical Society Letters
(2022)
518,
l51
(doi: 10.1093/mnrasl/slac134)
Targeted search for the kinematic dipole of the gravitational-wave background
– Physical Review D
(2022)
106,
082005
(doi: 10.1103/physrevd.106.082005)
Boosting unstable particles
– Physical Review A
(2022)
106,
042215
(doi: 10.1103/PhysRevA.106.042215)