Tonmoy Dey

According to our database, Tonmoy Dey authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scalable Distributed Algorithms for Size-Constrained Submodular Maximization in the MapReduce and Adaptive Complexity Models.

Yixin Chen, Tonmoy Dey, Alan Kuhnle

J. Artif. Intell. Res., 2024

2023

RELS-DQN: A Robust and Efficient Local Search Framework for Combinatorial Optimization.

Yuanhang Shao, Tonmoy Dey, Nikola Vuckovic, Luke Van Popering, Alan Kuhnle

CoRR, 2023

DASH: A Distributed and Parallelizable Algorithm for Size-Constrained Submodular Maximization.

Tonmoy Dey, Yixin Chen, Alan Kuhnle

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

DASH: Distributed Adaptive Sequencing Heuristic for Submodular Maximization.

Tonmoy Dey, Yixin Chen, Alan Kuhnle

CoRR, 2022

2021

Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel.

Yixin Chen, Tonmoy Dey, Alan Kuhnle

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Optimizing Asynchronous Multi-Level Checkpoint/Restart Configurations with Machine Learning.

Tonmoy Dey, Kento Sato, Bogdan Nicolae, Jian Guo, Jens Domke, Weikuan Yu, Franck Cappello, Kathryn M. Mohror

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020