James McDermott
Scholar

James McDermott

Google Scholar ID: nKNOv8oAAAAJ
University of Galway (formerly National University of Ireland, Galway)
Artificial IntelligenceEvolutionary AlgorithmsProgram SynthesisGenetic ProgrammingGenerative Music
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Citations & Impact
All-time
Citations
3,494
 
H-index
29
 
i10-index
61
 
Publications
20
 
Co-authors
49
list available
Contact
No contact links provided.
Publications
8 items
Lipschitz Continuity in Deep Learning: A Systematic Review of Theoretical Foundations, Estimation Methods, Regularization Approaches, and Certifiable Robustness
2026
Cited
0
Can Synthetic Data Improve Symbolic Regression Extrapolation Performance?
2025
Cited
0
Radif corpus: a symbolic dataset for non-metric iranian classical music
2025
Cited
0
Parsing Musical Structure to Enable Meaningful Variations
2025
Cited
0
Grammatical Structure and Grammatical Variations in Non-Metric Iranian Classical Music
2025
Cited
0
Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty
2025
Cited
0
Optimization-Induced Dynamics of Lipschitz Continuity in Neural Networks
2025
Cited
0
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition
Trans. Mach. Learn. Res. · 2024
Cited
1
Resume (English only)
Co-authors
49 total
Co-author 1
Co-author 1
Una-May O'Reilly
Una-May O'Reilly
MIT, CSAIL, Any Scale Learning for All (ALFA) Group
Co-author 3
Co-author 3
Erik Hemberg
Erik Hemberg
Research Scientist, MIT CSAIL
Co-author 5
Co-author 5
Mauro Castelli
Mauro Castelli
Full Professor at NOVA IMS, Universidade Nova de Lisboa
Co-author 7
Co-author 7
Co-author 8
Co-author 8