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Disordered Systems and Neural Networks

Authors and titles for recent submissions, skipping first 20

[ total of 28 entries: 1-10 | 11-20 | 21-28 ]
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Mon, 27 May 2024 (continued, showing last 8 of 9 entries)

[21]  arXiv:2405.15712 (cross-list from stat.ML) [pdf, other]
Title: Infinite Limits of Multi-head Transformer Dynamics
Authors: Blake Bordelon, Hamza Tahir Chaudhry, Cengiz Pehlevan
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)
[22]  arXiv:2405.15699 (cross-list from stat.ML) [pdf, other]
Title: Dimension-free deterministic equivalents for random feature regression
Authors: Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)
[23]  arXiv:2405.15560 (cross-list from cond-mat.mes-hall) [pdf, other]
Title: Super-diffusive transport in two-dimensional Fermionic wires
Authors: Junaid Majeed Bhat
Comments: 11 pages, 7 figures
Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Quantum Physics (quant-ph)
[24]  arXiv:2405.15539 (cross-list from stat.ML) [pdf, other]
Title: A generalized neural tangent kernel for surrogate gradient learning
Authors: Luke Eilers, Raoul-Martin Memmesheimer, Sven Goedeke
Comments: 52 pages, 3 figures + 2 supplementary figures
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Probability (math.PR); Neurons and Cognition (q-bio.NC)
[25]  arXiv:2405.15480 (cross-list from cs.LG) [pdf, other]
Title: Fundamental limits of weak learnability in high-dimensional multi-index models
Authors: Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Computational Complexity (cs.CC)
[26]  arXiv:2405.15376 (cross-list from cs.LG) [pdf, other]
Title: Fast, accurate training and sampling of Restricted Boltzmann Machines
Authors: Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane
Comments: 18 pages, 8 figures
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)
[27]  arXiv:2405.14936 (cross-list from quant-ph) [pdf, other]
Title: Local and nonlocal stochastic control of quantum chaos: Measurement- and control-induced criticality
Authors: Haining Pan, Sriram Ganeshan, Thomas Iadecola, Justin H. Wilson, J. H. Pixley
Comments: 16 pages, 10 figures
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Chaotic Dynamics (nlin.CD)
[28]  arXiv:2405.14927 (cross-list from quant-ph) [pdf, other]
Title: Slow measurement-only dynamics of entanglement in Pauli subsystem codes
Authors: Benedikt Placke, S. A. Parameswaran
Comments: 21 pages, 11 figures
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Strongly Correlated Electrons (cond-mat.str-el)
[ total of 28 entries: 1-10 | 11-20 | 21-28 ]
[ showing 10 entries per page: fewer | more | all ]

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