3 citations · 6 across the 7 of their papers we have counts for
6 papers · 1 filter
Jacobi-Style Iteration for Distributed Submodular Maximization
Bin Du, Kun Qian, Christian Claudel +1
This paper presents a novel Jacobi-style iteration algorithm for solving the problem of distributed submodular maximization, in which each agent determines its own strategy from a…
Inner Ensemble Networks: Average Ensemble as an Effective Regularizer
Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy +2
We introduce Inner Ensemble Networks (IENs) which reduce the variance within the neural network itself without an increase in the model complexity. IENs utilize ensemble parameters…
Real-time Mobile Sensor Management Framework for city-scale environmental monitoring
Kun Qian, Christian G. Claudel
Environmental disasters such as flash floods are becoming more and more prevalent and carry an increasing burden on human civilization. They are usually unpredictable, fast in deve…
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction
Abduallah Mohamed, Kun Qian, Mohamed Elhoseiny +1
Better machine understanding of pedestrian behaviors enables faster progress in modeling interactions between agents such as autonomous vehicles and humans. Pedestrian trajectories…
Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances
Suyash C. Vishnoi, Sebastian A. Nugroho, Ahmad F. Taha +2
In modern transportation systems, traffic congestion is inevitable. To minimize the loss caused by congestion, various control strategies have been developed most of which rely on…
A Robust Traffic Control Model Considering Uncertainties in Turning Ratios
Hao Liu, Christian Claudel, Randy Machemehl +1
The effects of model parameter uncertainty on traffic flow control problems have recently drawn research attention. While the uncertainty in fundamental diagram related parameters…