Hung Tran-The

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 22

Top Venues

CoRR

NeurIPS

ICML

ICPRAM

Paris Diderot University, France (PHD)

Education History

Paris Diderot University, France

PHD

Publications

Dat Phan-Trong, Hung Tran-The, Sunil Gupta
Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks. CoRR (2023)
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)
Hien Dang, Tho Tran Huu, Stanley J. Osher, Hung Tran-The, Nhat Ho, Tan Minh Nguyen
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data. ICML (2023)
Dat Phan-Trong, Hung Tran-The, Sunil Gupta
NeuralBO: A black-box optimization algorithm using deep neural networks. Neurocomputing 559 (2023)
Hung Tran-The, Sunil Gupta, Santu Rana, Tuan Truong, Long Tran-Thanh, Svetha Venkatesh
Expected Improvement for Contextual Bandits. NeurIPS (2022)
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization. AISTATS (2022)
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization. CoRR (2022)
Thanh Nguyen-Tang, Sunil Gupta, Hung Tran-The, Svetha Venkatesh
On Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks in Besov Spaces. Trans. Mach. Learn. Res. 2022 (2022)
Thanh Nguyen-Tang, Sunil Gupta, Hung Tran-The, Svetha Venkatesh
On Finite-Sample Analysis of Offline Reinforcement Learning with Deep ReLU Networks. CoRR (2021)
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
Bayesian Optimistic Optimisation with Exponentially Decaying Regret. ICML (2021)
Hung Tran-The, Sunil Gupta, Thanh Nguyen-Tang, Santu Rana, Svetha Venkatesh
Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support. CoRR (2021)
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
Bayesian Optimistic Optimisation with Exponentially Decaying Regret. CoRR (2021)
Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces. NeurIPS (2020)
Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces. CoRR (2020)
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization. AAAI (2020)
Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh
Bayesian Optimization with Unknown Search Space. CoRR (2019)
Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh
Bayesian Optimization with Unknown Search Space. NeurIPS (2019)
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization. CoRR (2019)
Minh-Son Dao, Duc-Tien Dang-Nguyen, Asem Kasem, Hung Tran-The
HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors. ICPRAM (2018)
Hung Tran-The, Koji Zettsu
Discovering co-occurrence patterns of heterogeneous events from unevenly-distributed spatiotemporal data. IEEE BigData (2017)
Hung Tran-The, Koji Zettsu
Finding Spatiotemporal Co-occurrence Patterns of Heterogeneous Events for Prediction. EM-GIS (2017)
Hung Tran-The, Vinh Nguyen Van, Minh Hoang Anh
Fast Approximate near Neighbor Algorithm by Clustering in High Dimensions. KSE (2015)
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
Leader Election in Rings with Homonyms. NETYS (2014)
Hung Tran-The, Luís E. T. Rodrigues
Tight Bounds for Stabilizing Uniform Consensus in Mobile Networks. SSS (2014)
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
Byzantine agreement with homonyms in synchronous systems. Theor. Comput. Sci. 496 (2013)
Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec, Eric Ruppert, Hung Tran-The
Byzantine agreement with homonyms. Distributed Comput. 26 (5-6) (2013)
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
Uniform Consensus with Homonyms and Omission Failures. ICDCN (2013)
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
Homonyms with Forgeable Identifiers. SIROCCO (2012)
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
Byzantine Agreement with Homonyms in Synchronous Systems. ICDCN (2012)
Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec, Eric Ruppert, Hung Tran-The
Byzantine agreement with homonyms. PODC (2011)

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Publication Activity (10 Years)

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Hung Tran-The