Zhang, Thomas TCK

3 publications

ICML 2025 On the Concurrence of Layer-Wise Preconditioning Methods and Provable Feature Learning Thomas Tck Zhang, Behrad Moniri, Ansh Nagwekar, Faraz Rahman, Anton Xue, Hamed Hassani, Nikolai Matni

ICML 2024 Guarantees for Nonlinear Representation Learning: Non-Identical Covariates, Dependent Data, Fewer Samples Thomas Tck Zhang, Bruce D Lee, Ingvar Ziemann, George J. Pappas, Nikolai Matni

ICLR 2024 Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data Thomas TCK Zhang, Leonardo Felipe Toso, James Anderson, Nikolai Matni