Khai Nguyen

CoRR, 2024

Marginal Fairness Sliced Wasserstein Barycenter.

[BibT_eX]

[DOI]

Hai Nguyen

CoRR, 2024

Code Generation for Conic Model-Predictive Control on Microcontrollers with TinyMPC.

[BibT_eX]

[DOI]

CoRR, 2024

Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Sliced Wasserstein with Random-Path Projecting Directions.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sliced Wasserstein Estimation with Control Variates.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Quasi-Monte Carlo for 3D Sliced Wasserstein.

[BibT_eX]

[DOI]

Nicola Bariletto

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fast Approximation of the Generalized Sliced-Wasserstein Distance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

On Parameter Estimation in Deviated Gaussian Mixture of Experts.

[BibT_eX]

[DOI]

Huy Nguyen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Diffeomorphic Deformation via Sliced Wasserstein Distance Optimization for Cortical Surface Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2023

Control Variate Sliced Wasserstein Estimators.

[BibT_eX]

[DOI]

CoRR, 2023

Markovian Sliced Wasserstein Distances: Beyond Independent Projections.

[BibT_eX]

[DOI]

Tongzheng Ren

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Energy-Based Sliced Wasserstein Distance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Designing Robust Transformers using Robust Kernel Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction.

[BibT_eX]

[DOI]

Dang Nguyen

Proceedings of the International Conference on Machine Learning, 2023

Hierarchical Sliced Wasserstein Distance.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On Cross-Layer Alignment for Model Fusion of Heterogeneous Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Robustify Transformers with Robust Kernel Density Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

Hierarchical Sliced Wasserstein Distance.

[BibT_eX]

[DOI]

CoRR, 2022

Transformer with Fourier Integral Attentions.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Transformer with an Admixture of Attention Heads.

[BibT_eX]

[DOI]

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

Amortized Projection Optimization for Sliced Wasserstein Generative Models.

[BibT_eX]

[DOI]

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

Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution.

[BibT_eX]

[DOI]

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

FourierFormer: Transformer Meets Generalized Fourier Integral Theorem.

[BibT_eX]

[DOI]

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

Improving Mini-batch Optimal Transport via Partial Transportation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

On Transportation of Mini-batches: A Hierarchical Approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Model Fusion of Heterogeneous Neural Networks via Cross-Layer Alignment.

[BibT_eX]

[DOI]

CoRR, 2021

An Efficient Mini-batch Method via Partial Transportation.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout.

[BibT_eX]

[DOI]

CoRR, 2021

BoMb-OT: On Batch of Mini-batches Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2021

Structured Dropout Variational Inference for Bayesian Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Distributional Sliced-Wasserstein and Applications to Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Backside Die-Edge and Underfill Fillet Cracks Induced by Additional Tensile Stress from Increasing Die-to-Package Ratio in Bare-Die FCBGA.

[BibT_eX]

[DOI]

Ernie Opiniano

Randolph Mah

Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

2019

EmbNum+: Effective, Efficient, and Robust Semantic Labeling for Numerical Values.

[BibT_eX]

[DOI]

New Gener. Comput., 2019

Modelling Degradation of Matched-Circuits in Operational Conditions: Active and Stand-by Modes.

[BibT_eX]

[DOI]

Geoff Liang

Proceedings of the IEEE International Reliability Physics Symposium, 2019

2018

EmbNum: Semantic Labeling for Numerical Values with Deep Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

Clinical Ontology Mapping - Toward Automatic Care Plan Recommendation.

[BibT_eX]

[DOI]

Kaisei Reio

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Learning Effective Distributed Representation of Complex Biomedical Concepts.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

A Novel Method to Predict Type for DBpedia Entity.

[BibT_eX]

[DOI]

Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

2017

ScLink: supervised instance matching system for heterogeneous repositories.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2017

Automatic Schema-Independent Linked Data Instance Matching System.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2017

Enhancing Coreference Classifiers Using a Ranking-Aware Feature.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

2016

Linked Data Entity Resolution System Enhanced by Configuration Learning Algorithm.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2016

Ranking Feature for Classifier-based Instance Matching.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Type Prediction for Entities in DBpedia by Aggregating Multilingual Resources.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

2015

An effective configuration learning algorithm for entity resolution.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

A Heuristic Approach for Configuration Learning of Supervised Instance Matching.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

ScSLINT: Time and Memory Efficient Interlinking Framework for Linked Data.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Heuristic-Based Configuration Learning for Linked Data Instance Matching.

[BibT_eX]

[DOI]

Proceedings of the Semantic Technology - 5th Joint International Conference, 2015

2013

SLINT+ results for OAEI 2013 instance matching.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

2012

TSGVi: a graph-based summarization system for Vietnamese documents.

[BibT_eX]

[DOI]

Tu-Anh Nguyen-Hoang

Quang-Vinh Tran

J. Ambient Intell. Humaniz. Comput., 2012

SLINT: a schema-independent linked data interlinking system.

[BibT_eX]

[DOI]

Bac Le

Proceedings of the 7th International Workshop on Ontology Matching, 2012

Interlinking Linked Data Sources Using a Domain-Independent System.

[BibT_eX]

[DOI]