Hung Tran-The

32 papers A* 7A 1B 1C 2Misc 3Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2023 Misc conf
A Probabilistic Framework for Pruning Transformers Via a Finite Admixture of Keys.
ICASSP
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
2023 A* conf
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data.
ICML
Hien Dang, Tho Tran Huu, Stanley J. Osher, Hung Tran-The, Nhat Ho, Tan Minh Nguyen
2023 J jnl
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data.
CoRR
Hien Dang, Tho Tran, Tan M. Nguyen, Stanley J. Osher, Hung Tran-The, Nhat Ho
2023 J jnl
Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks.
CoRR
Dat Phan-Trong, Hung Tran-The, Sunil Gupta
2023 J jnl
NeuralBO: A black-box optimization algorithm using deep neural networks.
Neurocomputing
Dat Phan-Trong, Hung Tran-The, Sunil Gupta
2022 A* conf
Expected Improvement for Contextual Bandits.
NeurIPS
Hung Tran-The, Sunil Gupta, Santu Rana, Tuan Truong, Long Tran-Thanh, Svetha Venkatesh
2022 J jnl
On Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks in Besov Spaces.
Trans. Mach. Learn. Res.
Thanh Nguyen-Tang, Sunil Gupta, Hung Tran-The, Svetha Venkatesh
2022 A conf
Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization.
AISTATS
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
2022 J jnl
Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization.
CoRR
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
2021 A* conf
Bayesian Optimistic Optimisation with Exponentially Decaying Regret.
ICML
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
2021 J jnl
Bayesian Optimistic Optimisation with Exponentially Decaying Regret.
CoRR
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
2021 J jnl
Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support.
CoRR
Hung Tran-The, Sunil Gupta, Thanh Nguyen-Tang, Santu Rana, Svetha Venkatesh
2021 J jnl
On Finite-Sample Analysis of Offline Reinforcement Learning with Deep ReLU Networks.
CoRR
Thanh Nguyen-Tang, Sunil Gupta, Hung Tran-The, Svetha Venkatesh
2020 A* conf
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces.
NeurIPS
Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
2020 J jnl
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces.
CoRR
Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
2020 A* conf
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization.
AAAI
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
2019 A* conf
Bayesian Optimization with Unknown Search Space.
NeurIPS
Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh
2019 J jnl
Bayesian Optimization with Unknown Search Space.
CoRR
Huong Ha, Santu Rana, Sunil Gupta, Thanh Tang Nguyen, Hung Tran-The, Svetha Venkatesh
2019 J jnl
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization.
CoRR
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh
2018 C conf
HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors.
ICPRAM
Minh-Son Dao, Duc-Tien Dang-Nguyen, Asem Kasem, Hung Tran-The
2017 — conf
Discovering co-occurrence patterns of heterogeneous events from unevenly-distributed spatiotemporal data.
IEEE BigData
Hung Tran-The, Koji Zettsu
2017 — conf
Finding Spatiotemporal Co-occurrence Patterns of Heterogeneous Events for Prediction.
EM-GIS
Hung Tran-The, Koji Zettsu
2015 — conf
Fast Approximate near Neighbor Algorithm by Clustering in High Dimensions.
KSE
Hung Tran-The, Vinh Nguyen Van, Minh Hoang Anh
2014 — conf
Leader Election in Rings with Homonyms.
NETYS
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
2014 C conf
Tight Bounds for Stabilizing Uniform Consensus in Mobile Networks.
SSS
Hung Tran-The, Luís E. T. Rodrigues
2013 J jnl
Byzantine agreement with homonyms in synchronous systems.
Theor. Comput. Sci.
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
2013 J jnl
Byzantine agreement with homonyms.
Distributed Comput.
Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec, Eric Ruppert, Hung Tran-The
2013 — —
Problème du Consensus dans le Modèle Homonyme. (The consensus problem in Homonymous models).
Hung Tran-The
2013 Misc conf
Uniform Consensus with Homonyms and Omission Failures.
ICDCN
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
2012 Misc conf
Byzantine Agreement with Homonyms in Synchronous Systems.
ICDCN
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
2012 B conf
Homonyms with Forgeable Identifiers.
SIROCCO
Carole Delporte-Gallet, Hugues Fauconnier, Hung Tran-The
2011 A* conf
Byzantine agreement with homonyms.
PODC
Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec, Eric Ruppert, Hung Tran-The