Hung Tran-The

According to our database, Hung Tran-The authored at least 24 papers between 2012 and 2023.

Collaborative distances:

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

2023

NeuralBO: A black-box optimization algorithm using deep neural networks.

Dat Phan-Trong, Hung Tran-The, Sunil Gupta

Neurocomputing, November, 2023

Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks.

Dat Phan-Trong, Hung Tran-The, Sunil Gupta

CoRR, 2023

Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data.

Hien Dang, Tho Tran Huu, Stanley J. Osher, Hung Tran-The, Nhat Ho, Tan Minh Nguyen

Proceedings of the International Conference on Machine Learning, 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

On Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks in Besov Spaces.

Thanh Nguyen-Tang, Sunil Gupta, Hung Tran-The, Svetha Venkatesh

Trans. Mach. Learn. Res., 2022

Expected Improvement for Contextual Bandits.

Hung Tran-The, Sunil Gupta, Santu Rana, Tuan Truong, Long Tran-Thanh, Svetha Venkatesh

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

Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization.

Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh

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

2021

Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support.

Hung Tran-The, Sunil Gupta, Thanh Nguyen-Tang, Santu Rana, Svetha Venkatesh

CoRR, 2021

On Finite-Sample Analysis of Offline Reinforcement Learning with Deep ReLU Networks.

Thanh Nguyen-Tang, Sunil Gupta, Hung Tran-The, Svetha Venkatesh

CoRR, 2021

Bayesian Optimistic Optimisation with Exponentially Decaying Regret.

Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces.

Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization.

Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Bayesian Optimization with Unknown Search Space.

Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors.

Minh-Son Dao, Duc-Tien Dang-Nguyen, Asem Kasem, Hung Tran-The

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017

Finding Spatiotemporal Co-occurrence Patterns of Heterogeneous Events for Prediction.

Hung Tran-The, Koji Zettsu

Proceedings of the 3rd ACM SIGSPATIAL Workshop on Emergency Management using, Redondo Beach, CA, USA, November 07, 2017

Discovering co-occurrence patterns of heterogeneous events from unevenly-distributed spatiotemporal data.

Hung Tran-The, Koji Zettsu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015

Fast Approximate near Neighbor Algorithm by Clustering in High Dimensions.

Hung Tran-The, Vinh Nguyen Van, Minh Hoang Anh

Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

2014

Tight Bounds for Stabilizing Uniform Consensus in Mobile Networks.

Hung Tran-The, Luís E. T. Rodrigues

Proceedings of the Stabilization, Safety, and Security of Distributed Systems, 2014

Leader Election in Rings with Homonyms.

Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The

Proceedings of the Networked Systems - Second International Conference, 2014

2013

Problème du Consensus dans le Modèle Homonyme. (The consensus problem in Homonymous models).

Hung Tran-The

PhD thesis, 2013

Byzantine agreement with homonyms in synchronous systems.

Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The

Theor. Comput. Sci., 2013

Byzantine agreement with homonyms.

Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec, Eric Ruppert, Hung Tran-The

Distributed Comput., 2013

Uniform Consensus with Homonyms and Omission Failures.

Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The

Proceedings of the Distributed Computing and Networking, 14th International Conference, 2013

2012

Homonyms with Forgeable Identifiers.

Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The

Proceedings of the Structural Information and Communication Complexity, 2012