Fonseca, Nayara

4 publications

ICLR 2026 Decoupling Dynamical Richness from Representation Learning: Towards Practical Measurement Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Chris Mingard, Niclas Alexander Göring, Ouns El Harzli, Abdurrahman Hadi Erturk, Soufiane Hayou, Ard A. Louis

ICMLW 2024 An Exactly Solvable Model for Emergence and Scaling Laws Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Chris Mingard, Ard A. Louis

NeurIPS 2024 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

ICLRW 2023 Probing Optimisation in Physics-Informed Neural Networks Nayara Fonseca, Veronica Guidetti, Will Trojak