Cheng, Tin Sum

4 publications

ICLR 2026 Optimizer Choice Matters for the Emergence of Neural Collapse Jim Zhao, Tin Sum Cheng, Wojciech Masarczyk, Aurelien Lucchi

NeurIPS 2024 A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios, David Belius

ICML 2024 Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios, David Belius

NeurIPS 2023 A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios, Ivan Dokmanić, David Belius