Róisín Luo

According to our database, Róisín Luo authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Principles of Lipschitz continuity in neural networks.

Róisín Luo

CoRR, February, 2026

2025

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty.

Róisín Luo, James McDermott, Colm O'Riordan

CoRR, June, 2025

Optimization-Induced Dynamics of Lipschitz Continuity in Neural Networks.

Róisín Luo, James McDermott, Christian Gagné, Qiang Sun, Colm O'Riordan

CoRR, June, 2025

Infinitesimal Higher-Order Spectral Variations in Rectangular Real Random Matrices.

Róisín Luo

CoRR, June, 2025

2024

Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition.

Róisín Luo, James McDermott, Colm O'Riordan

Trans. Mach. Learn. Res., 2024

Reclaiming Residual Knowledge: A Novel Paradigm to Low-Bit Quantization.

Róisín Luo, Alexandru Drimbarean, James McDermott, Colm O'Riordan

Proceedings of the 35th British Machine Vision Conference, 2024