8 citations · 8 across the 4 of their papers we have counts for
4 papers
UrbanHuRo: A Two-Layer Human-Robot Collaboration Framework for the Joint Optimization of Heterogeneous Urban Services
Tonmoy Dey, Lin Jiang, Zheng Dong +1
In the vision of smart cities, technologies are being developed to enhance the efficiency of urban services and improve residents' quality of life. However, most existing research…
RELS-DQN: A Robust and Efficient Local Search Framework for Combinatorial Optimization
Yuanhang Shao, Tonmoy Dey, Nikola Vuckovic +2
Combinatorial optimization (CO) aims to efficiently find the best solution to NP-hard problems ranging from statistical physics to social media marketing. A wide range of CO applic…
Scalable Distributed Algorithms for Size-Constrained Submodular Maximization in the MapReduce and Adaptive Complexity Models
Yixin Chen, Tonmoy Dey, Alan Kuhnle
Distributed maximization of a submodular function in the MapReduce (MR) model has received much attention, culminating in two frameworks that allow a centralized algorithm to be ru…
Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel
Yixin Chen, Tonmoy Dey, Alan Kuhnle
For the problem of maximizing a monotone, submodular function with respect to a cardinality constraint on a ground set of size , we provide an algorithm that achieves the st…