Tin Sum Cheng

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Kernel Ridge Regression

Kernel Partial Least Squares

Gradient Boosting

Locally Weighted

Top Venues

Publications

Tin Sum Cheng, Aurélien Lucchi, Anastasis Kratsios, David Belius
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum. CoRR (2024)
Tin Sum Cheng, Aurélien Lucchi, Ivan Dokmanic, Anastasis Kratsios, David Belius
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression. CoRR (2023)
Tin Sum Cheng, Aurélien Lucchi, Anastasis Kratsios, Ivan Dokmanic, David Belius
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression. NeurIPS (2023)