Scholar
James McDermott
Google Scholar ID: nKNOv8oAAAAJ
University of Galway (formerly National University of Ireland, Galway)
Artificial Intelligence
Evolutionary Algorithms
Program Synthesis
Genetic Programming
Generative 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
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
Co-authors
9 total
Una-May O'Reilly
MIT, CSAIL, Any Scale Learning for All (ALFA) Group
Erik Hemberg
Research Scientist, MIT CSAIL
Mauro Castelli
Full Professor at NOVA IMS, Universidade Nova de Lisboa
Edgar Galvan
Senior Researcher of Computer Science at National University of Ireland Maynooth
Luca Manzoni
Dipartimento di Matematica, Informatica e Geoscienze, Università degli Studi di Trieste
Leonardo Vanneschi
NOVA IMS, Universidade Nova de Lisboa
Gabriel Kronberger
University of Applied Sciences Upper Austria
Nhien-An Le-Khac
Associate Professor of Digital Forensics and Cyber Security, University College Dublin
