Duong Nguyen | DeepAI

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Featured Co-authors

Nhat Ho
73 publications
Stan Matwin
42 publications
Ronan Fablet
35 publications
David Ha
24 publications
Lucas Drumetz
24 publications
Hung Nguyen
20 publications
Son Nguyen
20 publications
Hung Bui
17 publications
Khai Nguyen
16 publications
Fragkiskos D. Malliaros
15 publications
Sandeep S. Kulkarni
15 publications

∙ 07/25/2023

Bayesian Rationality in Satisfaction Games

We introduce a new paradigm for game theory – Bayesian satisfaction. Thi...

0 Langford White, et al. ∙

∙ 07/25/2023

Social Optimum Equilibrium Selection for Distributed Multi-Agent Optimization

We study the open question of how players learn to play a social optimum...

0 Duong Nguyen, et al. ∙

∙ 08/04/2022

Impact of the Consistency Model on Checkpointing of Distributed Shared Memory

In this report, we consider the impact of the consistency model on check...

0 Sandeep Kulkarni, et al. ∙

∙ 09/08/2021

TrAISformer-A generative transformer for AIS trajectory prediction

Modelling trajectory in general, and vessel trajectory in particular, is...

0 Duong Nguyen, et al. ∙

∙ 08/21/2021

Analyzing the Effect of Consistency Violation Faults in Self-Stabilizing Programs

Consistency violation faults s refer to faults that occur due to inconsi...

0 Sandeep S. Kulkarni, et al. ∙

∙ 04/30/2021

Achieving Causality with Physical Clocks

Physical clocks provide more precision than applications can use. For ex...

0 Sandeep S. Kulkarni, et al. ∙

∙ 02/16/2021

Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout

Approximate inference in deep Bayesian networks exhibits a dilemma of ho...

44 Son Nguyen, et al. ∙

∙ 09/04/2020

Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations

The data-driven recovery of the unknown governing equations of dynamical...

44 Duong Nguyen, et al. ∙

∙ 08/12/2020

Detection of Abnormal Vessel Behaviours from AIS data using GeoTrackNet: from the Laboratory to the Ocean

The constant growth of maritime traffic leads to the need of automatic a...

0 Duong Nguyen, et al. ∙

∙ 07/26/2020

Technical Report: Benefits of Stabilization versus Rollback in Self-Stabilizing Graph-Based Applications on Eventually Consistent Key-Value Stores

In this paper, we evaluate and compare the performance of two approaches...

0 Duong Nguyen, et al. ∙

∙ 03/18/2020

Neuroevolution of Self-Interpretable Agents

Inattentional blindness is the psychological phenomenon that causes one ...

12 Yujin Tang, et al. ∙

∙ 12/02/2019

GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection

Representing maritime traffic patterns and detecting anomalies from them...

17 Duong Nguyen, et al. ∙

∙ 10/18/2019

Benefits of Stabilization versus Rollback in Eventually Consistent Key-Value Stores

In this paper, we evaluate and compare the performance of two approaches...

0 Duong Nguyen, et al. ∙

∙ 09/04/2019

Using Weaker Consistency Models with Monitoring and Recovery for Improving Performance of Key-Value Stores

Consistency properties provided by most key-value stores can be classifi...

0 Duong Nguyen, et al. ∙

∙ 07/04/2019

Learning Latent Dynamics for Partially-Observed Chaotic Systems

This paper addresses the data-driven identification of latent dynamical ...

0 Said Ouala, et al. ∙

∙ 03/25/2019

EM-like Learning Chaotic Dynamics from Noisy and Partial Observations

The identification of the governing equations of chaotic dynamical syste...

0 Duong Nguyen, et al. ∙

∙ 02/13/2019

Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection

In this paper, we adapt Recurrent Neural Networks with Stochastic Layers...

0 Duong Nguyen, et al. ∙

∙ 09/07/2018

BiasedWalk: Biased Sampling for Representation Learning on Graphs

Network embedding algorithms are able to learn latent feature representa...

0 Duong Nguyen, et al. ∙

∙ 08/02/2018

Benefit of Self-Stabilizing Protocols in Eventually Consistent Key-Value Stores: A Case Study

In this paper, we focus on the implementation of distributed programs in...

0 Duong Nguyen, et al. ∙

∙ 06/06/2018

Multi-task Learning for Maritime Traffic Surveillance from AIS Data Streams

In a world of global trading, maritime safety, security and efficiency a...

0 Duong Nguyen, et al. ∙

∙ 05/25/2018

Technical Report: Optimistic Execution in Key-Value Store

Limitations of CAP theorem imply that if availability is desired in the ...

0 Duong Nguyen, et al. ∙

∙ 01/22/2018

Optimistic Execution in Key-Value Store

Limitations of CAP theorem imply that if availability is desired in the ...

0 Duong Nguyen, et al. ∙

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