Duy Khuong Nguyen

According to our database, Duy Khuong Nguyen authored at least 15 papers between 2008 and 2023.

Collaborative distances:

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

2023

Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting.

Ngoc-Dung Do, Truong Son Hy, Duy Khuong Nguyen

CoRR, 2023

A Probabilistic Framework for Pruning Transformers Via a Finite Admixture of Keys.

Tan M. Nguyen, Tam Nguyen, Long Bui, Hai Do, Duy Khuong Nguyen, Dung D. Le, Hung Tran-The, Nhat Ho, Stanley J. Osher, Richard G. Baraniuk

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Improving Transformer with an Admixture of Attention Heads.

Tan Nguyen, Tam Nguyen, Hai Do, Khai Nguyen, Vishwanath Saragadam, Minh Pham, Duy Khuong Nguyen, Nhat Ho, Stanley J. Osher

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

Improving Transformers with Probabilistic Attention Keys.

Tam Minh Nguyen, Tan Minh Nguyen, Dung D. D. Le, Duy Khuong Nguyen, Viet-Anh Tran, Richard G. Baraniuk, Nhat Ho, Stanley J. Osher

Proceedings of the International Conference on Machine Learning, 2022

2017

Accelerated parallel and distributed algorithm using limited internal memory for nonnegative matrix factorization.

Duy Khuong Nguyen, Tu Bao Ho

J. Glob. Optim., 2017

Accelerated anti-lopsided algorithm for nonnegative least squares.

Duy Khuong Nguyen, Tu Bao Ho

Int. J. Data Sci. Anal., 2017

2016

Fast Parallel Randomized Algorithm for Nonnegative Matrix Factorization with KL Divergence for Large Sparse Datasets.

Duy Khuong Nguyen, Tu Bao Ho

CoRR, 2016

Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm.

Duy Khuong Nguyen, Quoc Tran-Dinh, Tu Bao Ho

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2014

An effective framework for supervised dimension reduction.

Khoat Than, Tu Bao Ho, Duy Khuong Nguyen

Neurocomputing, 2014

2013

Simplicial nonnegative matrix factorization.

Duy Khuong Nguyen, Khoat Than, Tu Bao Ho

Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

2012

Supervised dimension reduction with topic models.

Khoat Than, Tu Bao Ho, Duy Khuong Nguyen, Pham Ngoc Khanh

Proceedings of the 4th Asian Conference on Machine Learning, 2012

2011

Blur Estimation for Barcode Recognition in Out-of-Focus Images.

Duy Khuong Nguyen, The Duy Bui, Thanh Ha Le

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2009

Supervising an Unsupervised Neural Network.

The Duy Bui, Duy Khuong Nguyen, Tien Dat Ngo

Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009

2008

On the problem of classifying Vietnamese online handwritten characters.

Duy Khuong Nguyen, The Duy Bui

Proceedings of the 10th International Conference on Control, 2008

Recognizing Vietnamese Online Handwritten Separated Characters.

Duy Khuong Nguyen, The Duy Bui

Proceedings of the ALPIT 2008, 2008