Huyen Do

According to our database, Huyen Do authored at least 10 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

f-GAN: A frequency-domain-constrained generative adversarial network for PPG to ECG synthesis.

Nathan C. L. Kong, Dae Lee, Huyen Do, Dae Hoon Park, Cong Xu, Hongda Mao, Jonathan Chung

CoRR, 2024

2023

Augmentation Robust Self-Supervised Learning for Human Activity Recognition.

Cong Xu, Yuhang Li, Dae Lee, Dae Hoon Park, Hongda Mao, Huyen Do, Jonathan Chung, Dinesh Nair

Proceedings of the IEEE International Conference on Acoustics, 2023

2013

A Metric-learning based framework for Support Vector Machines and Multiple Kernel Learning.

Huyen Do, Alexandros Kalousis

CoRR, 2013

Convex formulations of radius-margin based Support Vector Machines.

Huyen Do, Alexandros Kalousis

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

A metric learning perspective of SVM: on the relation of LMNN and SVM.

Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

A metric learning perspective of SVM: on the relation of SVM and LMNN

Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica

CoRR, 2012

2011

Ontology-Based Meta-Mining of Knowledge Discovery Workflows.

Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis

Proceedings of the Meta-Learning in Computational Intelligence, 2011

Metric Learning with Multiple Kernels.

Jun Wang, Huyen Do, Adam Woznica, Alexandros Kalousis

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2009

Margin and Radius Based Multiple Kernel Learning.

Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs.

Huyen Do, Alexandros Kalousis, Melanie Hilario

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009