
TrungTin Nguyen
19
Documents
Affiliation actuelle
- The University of Queensland (UQ [All campuses : Brisbane, Dutton Park Gatton, Herston, St Lucia and other locations])
Présentation
Publications
Publications
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Bayesian Likelihood Free Inference using Mixtures of ExpertsInternational Joint Conference on Neural Networks, IJCNN, 2024, Yokohama, Japan
Communication dans un congrès
hal-04436187
v1
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A non-asymptotic risk bound for model selection in a high-dimensional mixture of experts via joint rank and variable selectionAJCAI 2023 - Australasian Joint Conference on Artificial Intelligence, Nov 2023, Brisbane, Australia. pp.1-32
Communication dans un congrès
hal-03984011
v3
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Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of ExpertsAISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valencia, Spain. pp.1-33
Communication dans un congrès
hal-04125056
v1
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HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of ExpertsThe 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 Main, Dec 2023, Singapour, Singapore. pp.1-12
Communication dans un congrès
hal-04257067
v2
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Demystifying Softmax Gating Function in Gaussian Mixture of ExpertsAdvances in Neural Information Processing Systems, NeurIPS 2023 Spotlight, Dec 2023, New Orleans, United States. pp.1-27
Communication dans un congrès
hal-04125060
v1
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Model selection by penalization in mixture of experts models with a non-asymptotic approachJDS 2022 - 53èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2022, Lyon, France. pp.1-6
Communication dans un congrès
hal-03663348
v1
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Bayesian nonparametric mixture of experts for high-dimensional inverse problemsBNP13 - 13th International Conference on Bayesian Nonparametrics, Oct 2022, Puerto Varas, Chile
Communication dans un congrès
hal-04001270
v1
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Mixture of expert posterior surrogates for approximate Bayesian computationSFdS 2022 - 53èmes Journées de Statistique de la Société Française de Statistique, Jun 2022, Lyon, France. pp.1-6
Communication dans un congrès
hal-03679688
v1
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Approximate Bayesian computation with surrogate posteriorsISBA 2021 - World Meeting of the International Society for Bayesian Analysis, Jun 2021, Marseille, France
Communication dans un congrès
hal-03337949
v1
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A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts2023
Pré-publication, Document de travail
hal-04256824
v1
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Concentration results for approximate Bayesian computation without identifiability2023
Pré-publication, Document de travail
hal-03987197
v1
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A non-asymptotic model selection in block-diagonal mixture of polynomial experts models2021
Pré-publication, Document de travail
hal-03214604
v1
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Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts2020
Pré-publication, Document de travail
hal-02957892
v1
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