Duc Thien Nguyen | DeepAI

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Featured Co-authors

Risi Kondor
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William Yeoh
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Konstantinos Slavakis
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Hoong Chuin Lau
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Shiau Hong Lim
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Desmond Cai
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∙ 04/06/2023

Multi-Linear Kernel Regression and Imputation in Data Manifolds

This paper introduces an efficient multi-linear nonparametric (kernel-ba...

0 Duc Thien Nguyen, et al. ∙

∙ 02/17/2023

Fast Temporal Wavelet Graph Neural Networks

Spatio-temporal signals forecasting plays an important role in numerous ...

0 Duc Thien Nguyen, et al. ∙

∙ 02/27/2022

Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming

We propose a framework, called neural-progressive hedging (NP), that lev...

0 Supriyo Ghosh, et al. ∙

∙ 01/15/2021

Probabilistic Inference for Learning from Untrusted Sources

Federated learning brings potential benefits of faster learning, better ...

0 Duc Thien Nguyen, et al. ∙

∙ 06/01/2020

Variational Bayesian Inference for Crowdsourcing Predictions

Crowdsourcing has emerged as an effective means for performing a number ...

0 Desmond Cai, et al. ∙

∙ 04/09/2018

Policy Gradient With Value Function Approximation For Collective Multiagent Planning

Decentralized (PO)MDPs provide an expressive framework for sequential de...

0 Duc Thien Nguyen, et al. ∙

∙ 10/16/2012

Dynamic Stochastic Orienteering Problems for Risk-Aware Applications

Orienteering problems (OPs) are a variant of the well-known prize-collec...

0 Hoong Chuin Lau, et al. ∙

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