Rodrigo Veiga

Contact

• workRoom C54 School of Mathematical Sciences
  University Park
  Nottingham
  NG7 2RD
  UK
• Rodrigo.Veiga@nottingham.ac.uk
• https://rodsveiga.github.io/

Recent Publications

• ANAND JERRY GEORGE, RODRIGO VEIGA and NICOLAS MACRIS, 2025. Denoising Score Matching with Random Features: Insights on Diffusion Models from Precise Learning Curves
• ANAND JERRY GEORGE, RODRIGO VEIGA and NICOLAS MACRIS, 2025. Analysis of Diffusion Models for Manifold Data
• VEIGA, RODRIGO, REMIZOVA, ANASTASIA and MACRIS, NICOLAS, 2024. Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features In: Proceedings of the 41st International Conference on Machine Learning. 49310-49344
• CORNACCHIA, ELISABETTA, MIGNACCO, FRANCESCA, VEIGA, RODRIGO, GERBELOT, CÉDRIC, LOUREIRO, BRUNO and ZDEBOROVÁ, LENKA, 2023. Learning curves for the multi-class teacher–student perceptron Machine Learning: Science and Technology. 4(1), 015019

• View all publications

• ANAND JERRY GEORGE, RODRIGO VEIGA and NICOLAS MACRIS, 2025. Denoising Score Matching with Random Features: Insights on Diffusion Models from Precise Learning Curves
• ANAND JERRY GEORGE, RODRIGO VEIGA and NICOLAS MACRIS, 2025. Analysis of Diffusion Models for Manifold Data
• VEIGA, RODRIGO, REMIZOVA, ANASTASIA and MACRIS, NICOLAS, 2024. Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features In: Proceedings of the 41st International Conference on Machine Learning. 49310-49344
• CORNACCHIA, ELISABETTA, MIGNACCO, FRANCESCA, VEIGA, RODRIGO, GERBELOT, CÉDRIC, LOUREIRO, BRUNO and ZDEBOROVÁ, LENKA, 2023. Learning curves for the multi-class teacher–student perceptron Machine Learning: Science and Technology. 4(1), 015019
• RODRIGO VEIGA and RENATO VICENTE, 2022. Restricted Boltzmann Machine Flows and The Critical Temperature of Ising models
• VEIGA, RODRIGO, STEPHAN, LUDOVIC, LOUREIRO, BRUNO, KRZAKALA, FLORENT and ZDEBOROVA, LENKA, 2022. Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks In: Advances in Neural Information Processing Systems. 23244-23255
• RODRIGO VEIGA, RODRIGO MURTA and RENATO VICENTE, 2020. Age-structured estimation of COVID-19 ICU demand from low quality data