Duc Thien Nguyen

Dimitris Pados

CoRR, 2024

Multilinear Kernel Regression and Imputation via Manifold Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Linear Kernel Regression and Imputation VIA Manifold Learning: the Dynamic MRI Case.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Multi-Linear Kernel Regression and Imputation in Data Manifolds.

[BibT_eX]

[DOI]

CoRR, 2023

Fast Temporal Wavelet Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Probabilistic Inference for Learning from Untrusted Sources.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Variational Bayesian Inference for Crowdsourcing Predictions.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2019

Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multiagent Decision Making For Maritime Traffic Management.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Credit Assignment For Collective Multiagent RL With Global Rewards.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Policy Gradient With Value Function Approximation For Collective Multiagent Planning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Collective Multiagent Sequential Decision Making Under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Robotic Teaching Assistance for the "Tower of Hanoi" Problem.

[BibT_eX]

[DOI]

Int. J. Distance Educ. Technol., 2016

Approximate Inference Using DC Programming For Collective Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Decomposition techniques for urban consolidation problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014

An Empirical Study of Off-Line Configuration and On-Line Adaptation in Operator Selection.

[BibT_eX]

[DOI]

Zhi Yuan

Stephanus Daniel Handoko

Proceedings of the Learning and Intelligent Optimization, 2014

Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem.

[BibT_eX]

[DOI]

Stephanus Daniel Handoko

Zhi Yuan

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

An auction mechanism for the last-mile deliveries via urban consolidation centre.

[BibT_eX]

[DOI]

Stephanus Daniel Handoko

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Mechanisms for arranging ride sharing and fare splitting for last-mile travel demands.

[BibT_eX]

[DOI]

Shih-Fen Cheng

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Distributed Gibbs: a memory-bounded sampling-based DCOP algorithm.

[BibT_eX]

[DOI]

William Yeoh

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012

Dynamic Stochastic Orienteering Problems for Risk-Aware Applications.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

A Mechanism for Organizing Last-Mile Service Using Non-dedicated Fleet.

[BibT_eX]

[DOI]

Shih-Fen Cheng

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Stochastic dominance in stochastic DCOPs for risk-sensitive applications.

[BibT_eX]

[DOI]

William Yeoh