Disordered Systems and Neural Networks

Authors and titles for recent submissions, skipping first 3

• Fri, 31 May 2024
• Thu, 30 May 2024
• Wed, 29 May 2024
• Tue, 28 May 2024
• Mon, 27 May 2024

Fri, 31 May 2024 (continued, showing last 1 of 4 entries)

[4]  arXiv:2405.19398 (cross-list from hep-th) [pdf, other]

Title: Neural Scaling Laws From Large-N Field Theory: Solvable Model Beyond the Ridgeless Limit

Authors: Zhengkang Zhang

Comments: 51 pages, 3 figures

Subjects: High Energy Physics - Theory (hep-th); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); High Energy Physics - Phenomenology (hep-ph)

Thu, 30 May 2024

[5]  arXiv:2405.18874 [pdf, other]

Title: Are queries and keys always relevant? A case study on Transformer wave functions

Authors: Riccardo Rende, Luciano Loris Viteritti

Comments: 9 pages, 4 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Computation and Language (cs.CL); Computational Physics (physics.comp-ph)

[6]  arXiv:2405.19289 (cross-list from cond-mat.mes-hall) [pdf, other]

Title: Genuine topological Anderson insulator from impurity induced chirality reversal

Authors: Avedis Neehus, Frank Pollmann, Johannes Knolle

Comments: 7 pages, 2 figures, supplemental material: 7 pages, 5 figures

Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Wed, 29 May 2024

[7]  arXiv:2405.18116 [pdf, other]

Title: Emergent Inequalities in a Primitive Agent-Based Good-Exchange Model

Authors: Nirbhay Patil, Jean-Philippe Bouchaud

Comments: 14 pages, 10 figures, 1 table

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Physics and Society (physics.soc-ph)

[8]  arXiv:2405.18296 (cross-list from cs.LG) [pdf, other]

Title: Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training

Authors: Anchit Jain, Rozhin Nobahari, Aristide Baratin, Stefano Sarao Mannelli

Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (stat.ML)

[9]  arXiv:2405.18188 (cross-list from quant-ph) [pdf, other]

Title: Characterizing dynamical criticality of many-body localization transitions from the Fock-space perspective

Authors: Zheng-Hang Sun, Yong-Yi Wang, Jian Cui, Heng Fan, Markus Heyl

Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn)

[10]  arXiv:2405.17541 (cross-list from quant-ph) [pdf, other]

Title: Approximately-symmetric neural networks for quantum spin liquids

Authors: Dominik S. Kufel, Jack Kemp, Simon M. Linsel, Chris R. Laumann, Norman Y. Yao

Comments: 5+10 pages

Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Strongly Correlated Electrons (cond-mat.str-el); Machine Learning (cs.LG)

[11]  arXiv:2405.17538 (cross-list from hep-th) [pdf, other]

Title: Bayesian RG Flow in Neural Network Field Theories

Authors: Jessica N. Howard, Marc S. Klinger, Anindita Maiti, Alexander G. Stapleton

Comments: 46 pages, 10 figures, 2 tables

Subjects: High Energy Physics - Theory (hep-th); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)

[12]  arXiv:2405.17391 (cross-list from cs.LG) [pdf, other]

Title: Dataset-learning duality and emergent criticality

Authors: Ekaterina Kukleva, Vitaly Vanchurin

Comments: 27 pages, 9 figures

Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Neural and Evolutionary Computing (cs.NE)

Tue, 28 May 2024 (showing first 1 of 7 entries)

[13]  arXiv:2405.17328 [pdf, other]

Title: Magnetic properties of diluted hexaferrites

Authors: Logan Sowadski, Sean Anderson, Cameron Lerch, Julia Medvedeva, Thomas Vojta

Comments: 10 pages, 12 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci)

• Fri, 31 May 2024
• Thu, 30 May 2024
• Wed, 29 May 2024
• Tue, 28 May 2024
• Mon, 27 May 2024