Thomas T. C. K. Zhang

According to our database, Thomas T. C. K. Zhang authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control.

Bruce D. Lee, Leonardo F. Toso, Thomas T. C. K. Zhang, James Anderson, Nikolai Matni

CoRR, 2024

Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples.

Thomas T. C. K. Zhang, Bruce D. Lee, Ingvar M. Ziemann, George J. Pappas, Nikolai Matni

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data.

Thomas T. C. K. Zhang, Leonardo Felipe Toso, James Anderson, Nikolai Matni

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Meta-Learning Operators to Optimality from Multi-Task Non-IID Data.

Thomas T. C. K. Zhang, Leonardo Felipe Toso, James Anderson, Nikolai Matni

CoRR, 2023

Performance-Robustness Tradeoffs in Adversarially Robust Control and Estimation.

Bruce D. Lee, Thomas T. C. K. Zhang, Hamed Hassani, Nikolai Matni

CoRR, 2023

Multi-Task Imitation Learning for Linear Dynamical Systems.

Thomas T. C. K. Zhang, Katie Kang, Bruce D. Lee, Claire J. Tomlin, Sergey Levine, Stephen Tu, Nikolai Matni

Proceedings of the Learning for Dynamics and Control Conference, 2023

Adversarial Tradeoffs in Robust State Estimation.

Thomas T. C. K. Zhang, Bruce D. Lee, Hamed Hassani, Nikolai Matni

Proceedings of the American Control Conference, 2023

2022

Biwhitening Reveals the Rank of a Count Matrix.

Boris Landa, Thomas T. C. K. Zhang, Yuval Kluger

SIAM J. Math. Data Sci., December, 2022

TaSIL: Taylor Series Imitation Learning.

Daniel Pfrommer, Thomas T. C. K. Zhang, Stephen Tu, Nikolai Matni

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Adversarially Robust Stability Certificates can be Sample-Efficient.

Thomas T. C. K. Zhang, Stephen Tu, Nicholas M. Boffi, Jean-Jacques E. Slotine, Nikolai Matni

Proceedings of the Learning for Dynamics and Control Conference, 2022

Performance-Robustness Tradeoffs in Adversarially Robust Linear-Quadratic Control.

Bruce D. Lee, Thomas T. C. K. Zhang, Hamed Hassani, Nikolai Matni

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Adversarial Tradeoffs in Linear Inverse Problems and Robust State Estimation.

Bruce D. Lee, Thomas T. C. K. Zhang, Hamed Hassani, Nikolai Matni

CoRR, 2021

2014

On the continuous Fermat-Weber problem for a convex polygon using Euclidean distance.

Thomas T. C. K. Zhang, John Gunnar Carlsson

CoRR, 2014