Similarity and Generalization: From Noise to Corruption. - Nayara Fonseca; Veronica Guidetti (CoRR, 2022)

Generalizing Similarity in Noisy Setups: The DIBS Phenomenon. - Nayara Fonseca; Veronica Guidetti (ECAI, 2023)

Probing optimisation in physics-informed neural networks. - Nayara Fonseca; Veronica Guidetti; Will Trojak (CoRR, 2023)

An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem. - Yoonsoo Nam; Nayara Fonseca; Seok Hyeong Lee; Chris Mingard; Ard A. Louis (NeurIPS, 2024)

An exactly solvable model for emergence and scaling laws. - Yoonsoo Nam; Nayara Fonseca; Seok Hyeong Lee; Ard A. Louis (CoRR, 2024)