Duy Khuong Nguyen

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 10

Top Topics

Graphical Models

Randomized Algorithm

Nonnegative Matrix Factorization

Internal Memory

Top Venues

Publications

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
A Probabilistic Framework for Pruning Transformers Via a Finite Admixture of Keys. ICASSP (2023)
Ngoc-Dung Do, Truong Son Hy, Duy Khuong Nguyen
Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting. CoRR (2023)
Khanh-Tung Tran, Truong Hoang, Duy Khuong Nguyen, Hoang D. Nguyen, Xuan-Son Vu
Personalization for Robust Voice Pathology Detection in Sound Waves. INTERSPEECH (2023)
Tan Nguyen, Tam Nguyen, Hai Do, Khai Nguyen, Vishwanath Saragadam, Minh Pham, Duy Khuong Nguyen, Nhat Ho, Stanley J. Osher
Improving Transformer with an Admixture of Attention Heads. NeurIPS (2022)
Tam Minh Nguyen, Tan Minh Nguyen, Dung D. D. Le, Duy Khuong Nguyen, Viet-Anh Tran, Richard G. Baraniuk, Nhat Ho, Stanley J. Osher
Improving Transformers with Probabilistic Attention Keys. ICML (2022)
Duy Khuong Nguyen, Tu Bao Ho
Accelerated anti-lopsided algorithm for nonnegative least squares. Int. J. Data Sci. Anal. 3 (1) (2017)
Duy Khuong Nguyen, Tu Bao Ho
Accelerated parallel and distributed algorithm using limited internal memory for nonnegative matrix factorization. J. Glob. Optim. 68 (2) (2017)
Duy Khuong Nguyen, Tu Bao Ho
Fast Parallel Randomized Algorithm for Nonnegative Matrix Factorization with KL Divergence for Large Sparse Datasets. CoRR (2016)
Duy Khuong Nguyen, Quoc Tran-Dinh, Tu Bao Ho
Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm. ICONIP (2) (2016)
Duy Khuong Nguyen, Tu Bao Ho
Accelerated Parallel and Distributed Algorithm using Limited Internal Memory for Nonnegative Matrix Factorization. CoRR (2015)
Khoat Than, Tu Bao Ho, Duy Khuong Nguyen
An effective framework for supervised dimension reduction. Neurocomputing 139 (2014)
Duy Khuong Nguyen, Khoat Than, Tu Bao Ho
Simplicial nonnegative matrix factorization. RIVF (2013)
Khoat Than, Tu Bao Ho, Duy Khuong Nguyen, Pham Ngoc Khanh
Supervised dimension reduction with topic models. ACML (2012)
Duy Khuong Nguyen, The Duy Bui, Thanh Ha Le
Blur Estimation for Barcode Recognition in Out-of-Focus Images. PReMI (2011)
The Duy Bui, Duy Khuong Nguyen, Tien Dat Ngo
Supervising an Unsupervised Neural Network. ACIIDS (2009)
Duy Khuong Nguyen, The Duy Bui
Recognizing Vietnamese Online Handwritten Separated Characters. ALPIT (2008)
Duy Khuong Nguyen, The Duy Bui
On the problem of classifying Vietnamese online handwritten characters. ICARCV (2008)