Nam, Yoonsoo

4 publications

ICML 2025 Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking) Yoonsoo Nam, Seok Hyeong Lee, Clémentine Carla Juliette Dominé, Yeachan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee

NeurIPSW 2024 Algorithmic Stability of Minimum-Norm Interpolating Deep Neural Networks Ouns El Harzli, Yoonsoo Nam, Ilja Kuzborskij, Bernardo Cuenca Grau, 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