Viet Anh Nguyen

Orcid: 0000-0002-2515-9494

According to our database1, Viet Anh Nguyen authored at least 104 papers between 2004 and 2024.

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Bibliography

2024
A model to create a personalized online course based on the student's learning styles.
Educ. Inf. Technol., January, 2024

Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation.
CoRR, 2024

2023
Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization.
Math. Oper. Res., February, 2023

An effective and comprehensible method to detect and evaluate retinal damage due to diabetes complications.
PeerJ Comput. Sci., 2023

Dropout Training is Distributionally Robust Optimal.
J. Mach. Learn. Res., 2023

Bellman Optimal Step-size Straightening of Flow-Matching Models.
CoRR, 2023

Coverage-Validity-Aware Algorithmic Recourse.
CoRR, 2023

Efficient Failure Pattern Identification of Predictive Algorithms.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Dynamic Flows on Curved Space Generated by Labeled Data.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

A Robust Document Localization Solution with Segmentation and Clustering.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Distributionally Robust Recourse Action.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Examining Students' Learning Styles Impacted on Learning Outcome in the MOOC Course: A Case Study.
Proceedings of the 2023 9th International Conference on Frontiers of Educational Technologies, 2023

Feasible Recourse Plan via Diverse Interpolation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator.
Oper. Res., 2022

A Deep Reinforcement Learning-based Adaptive Charging Policy for Wireless Rechargeable Sensor Networks.
CoRR, 2022

Human Imperceptible Attacks and Applications to Improve Fairness.
Proceedings of the Winter Simulation Conference, 2022

Robust Bayesian recourse.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Distributionally Robust Fair Principal Components via Geodesic Descents.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Counterfactual Plans under Distributional Ambiguity.
Proceedings of the Tenth International Conference on Learning Representations, 2022

A model to detect student's learning styles in the blended learning course.
Proceedings of the ICFET 2022: The 8th International Conference on Frontiers of Educational Technologies, Yokohama, Japan, June 10, 2022

Applying machine learning techniques to detect student's learning styles.
Proceedings of the 14th International Conference on Education Technology and Computers, 2022

Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Energy and reserve dispatch with distributionally robust joint chance constraints.
Oper. Res. Lett., 2021

A course recommendation model for students based on learning outcome.
Educ. Inf. Technol., 2021

Statistical Analysis of Wasserstein Distributionally Robust Estimators.
CoRR, 2021

Wasserstein Robust Support Vector Machines with Fairness Constraints.
CoRR, 2021

S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Adversarial Regression with Doubly Non-negative Weighting Matrices.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Principal Component Hierarchy for Sparse Quadratic Programs.
Proceedings of the 38th International Conference on Machine Learning, 2021

Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts.
Proceedings of the 38th International Conference on Machine Learning, 2021

Testing Group Fairness via Optimal Transport Projections.
Proceedings of the 38th International Conference on Machine Learning, 2021

A Statistical Test for Probabilistic Fairness.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Contrastive Learning for Natural Language-Based Vehicle Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Machine Learning's Dropout Training is Distributionally Robust Optimal.
CoRR, 2020

A Distributionally Robust Approach to Fair Classification.
CoRR, 2020

Distributionally Robust Parametric Maximum Likelihood Estimation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Distributionally Robust Local Non-parametric Conditional Estimation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection.
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

Robust Bayesian Classification Using An Optimistic Score Ratio.
Proceedings of the 37th International Conference on Machine Learning, 2020

How to Forecast the Students' Learning Outcomes Based on Factors of Interactive Activities in a Blended Learning Course.
Proceedings of the ICFET 2020, 2020

SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain.
Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

A DCA Based Algorithm for Feature Selection in Model-Based Clustering.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Cache-conscious off-line real-time scheduling for multi-core platforms: algorithms and implementation.
Real Time Syst., 2019

Mining aspects of customer's review on the social network.
J. Big Data, 2019

Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning.
CoRR, 2019

Online DCA for Times Series Forecasting Using Artificial Neural Network.
Proceedings of the Optimization of Complex Systems: Theory, 2019

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Ordonnancement temps-réel conscient des caches dans des architectures multi-cœurs: algorithmes et réalisation. (Cache-conscious Off-Line Real-Time Scheduling for Multi-Core Platforms: Algorithms and Implementation).
PhD thesis, 2018

An efficient heuristic approach for learning a set of composite graph classification rules.
Intell. Data Anal., 2018

A linear-quadratic Gaussian approach to dynamic information acquisition.
Eur. J. Oper. Res., 2018

An Efficient Method to Reduce the Size of Consistent Decision Tables.
Acta Cybern., 2018

Wasserstein Distributionally Robust Kalman Filtering.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
The Impact of Online Learning Activities on Student Learning Outcome in Blended Learning Course.
J. Inf. Knowl. Manag., 2017

A peer assessment approach to project based blended learning course in a Vietnamese higher education.
Educ. Inf. Technol., 2017

Cache-Conscious Offline Real-Time Task Scheduling for Multi-Core Processors.
Proceedings of the 29th Euromicro Conference on Real-Time Systems, 2017

2016
Weakly Supervised Fine-Grained Categorization With Part-Based Image Representation.
IEEE Trans. Image Process., 2016

Satisficing measure approach for vehicle routing problem with time windows under uncertainty.
Eur. J. Oper. Res., 2016

Commuter cycling policy in Singapore: a farecard data analytics based approach.
Ann. Oper. Res., 2016

Single camera based fall detection using motion and human shape features.
Proceedings of the Seventh Symposium on Information and Communication Technology, 2016

2015
ITEM: Immersive Telepresence for Entertainment and Meetings - A Practical Approach.
IEEE J. Sel. Top. Signal Process., 2015

Weakly Supervised Fine-Grained Image Categorization.
CoRR, 2015

Efficient coding unit size selection for HEVC downsizing transcoding.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
Teleimmersive Audio-Visual Communication Using Commodity Hardware [Applications Corner].
IEEE Signal Process. Mag., 2014

ITEM: Immersive Telepresence for Entertainment and Meetings - A Practical Approach.
CoRR, 2014

Block-based compressive sensing of video using local sparsifying transform.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Supervised Discriminative Hashing for Compact Binary Codes.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

HVS based iterative hard thresholding recovery for compressive sensed image.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Total variation reconstruction for compressive sensing using nonlocal Lagrangian multiplier.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Efficient Techniques for Depth Video Compression Using Weighted Mode Filtering.
IEEE Trans. Circuits Syst. Video Technol., 2013

Recovery Algorithm for Compressive Image Sensing with Adaptive Hard Thresholding.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

Spatialized audio multiparty teleconferencing with commodity miniature microphone array.
Proceedings of the ACM Multimedia Conference, 2013

Efficient view synthesis based error concealment method for multiview video plus depth.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Model-based complexity-aware coding for multiview video plus depth.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Toward an Adaptive Learning System Framework: Using Bayesian Network to Manage Learner Model.
Int. J. Emerg. Technol. Learn., 2012

Efficient Mining of Closed Tree Patterns from Large Tree Databases with Subtree Constraint.
Int. J. Artif. Intell. Tools, 2012

Mining of closed frequent subtrees from frequently updated databases.
Intell. Data Anal., 2012

Learning from graph data by putting graphs on the lattice.
Expert Syst. Appl., 2012

CAMLES: An Adaptive Mobile Learning System to Assist Student in Language Learning.
Proceedings of the Seventh IEEE International Conference on Wireless, 2012

ITEM: immersive telepresence for entertainment and meetings with commodity setup.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Efficient video compression methods for a lightweight tele-immersive video chat system.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Efficient edge-preserving interpolation and in-loop filters for depth map compression.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Weighted mode filtering and its applications to depth video enhancement and coding.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Learner Open Modeling in Adaptive Mobile Learning System for Supporting Student to Learn English.
Int. J. Interact. Mob. Technol., 2011

CuteChat: a lightweight tele-immersive video chat system.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Bayesian Network to Manage Learner Model in Context-Aware Adaptive System in Mobile Learning.
Proceedings of the Edutainment Technologies. Educational Games and Virtual Reality/Augmented Reality Applications, 2011

2010
Video Enhancement from Multiple Compressed Copies in Transform Domain.
EURASIP J. Image Video Process., 2010

A Context - Aware Mobile Learning Adaptive System for Supporting Foreigner Learning English.
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010

Perceptually optimized error resilient transcoding using attention-based intra refresh.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Media-rich interactive mobile learning assistant.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Incremental Mining of Closed Frequent Subtrees.
Proceedings of the Discovery Science - 13th International Conference, 2010

2009
On the method of multicopy video enhancement in transform domain.
Proceedings of the International Conference on Image Processing, 2009

Combining Replicates and Nearby Species Data: A Bayesian Approach.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

2008
Bayesian Inference on Hidden Knowledge in High-Throughput Molecular Biology Data.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Adaptive downsampling/upsampling for better video compression at low bit rate.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Inference of large-scale structural features of gene regulation networks using genetic algorithms.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2006
Efficient block-matching motion estimation based on Integral frame attributes.
IEEE Trans. Circuits Syst. Video Technol., 2006

Efficient Video Transcoding from H.263 to H.264/AVC Standard with Enhanced Rate Control.
EURASIP J. Adv. Signal Process., 2006

2005
Efficient rate control for MPEG-2 to H.264/AVC transcoding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Efficient video transcoding between H.263 and H.264/AVC standards.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Efficient H.263 to H.264/AVC video transcoding using enhanced rate control.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Fast block-based motion estimation using integral frames.
IEEE Signal Process. Lett., 2004

Block Matching Using Integral Frame Attributes.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004


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