Toan M. Tran

According to our database, Toan M. Tran authored at least 4 papers between 2021 and 2025.

Collaborative distances:

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

2025

Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning.

Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Duc Nguyen, Toan M. Tran, David Leo Wright Hall, Cheongwoong Kang, Jaesik Choi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

SigFormer: Signature Transformers for Deep Hedging.

Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Toan M. Tran, Jaesik Choi

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Learning Fractional White Noises in Neural Stochastic Differential Equations.

Anh Tong, Thanh Nguyen-Tang, Toan M. Tran, Jaesik Choi

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

2021

Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior.

Anh Tong, Toan M. Tran, Hung Bui, Jaesik Choi

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021