Machine Learning · Computer Science
Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers
Junjie Liu, Zhe Xu, Runbin Shi, Ray C. C. Cheung +1
2020-05-15
Data Structures and Algorithms · Computer Science
New Techniques and Fine-Grained Hardness for Dynamic Near-Additive Spanners
Thiago Bergamaschi, Monika Henzinger, Maximilian Probst Gutenberg, Virginia Vassilevska Williams +1
2021-09-21
Data Structures and Algorithms · Computer Science
Fast Dynamic Cuts, Distances and Effective Resistances via Vertex Sparsifiers
Li Chen, Gramoz Goranci, Monika Henzinger, Richard Peng +1
2020-05-06
Data Structures and Algorithms · Computer Science
On Fully Dynamic Graph Sparsifiers
Ittai Abraham, David Durfee, Ioannis Koutis, Sebastian Krinninger +1
2018-03-02
Distributed, Parallel, and Cluster Computing · Computer Science
Maintaining a Distributed Spanning Forest in Highly Dynamic Networks
Matthieu Barjon, Arnaud Casteigts, Serge Chaumette, Colette Johnen +1
2017-10-25
Optimization and Control · Mathematics
Distributed synchronous and asynchronous algorithms for semi-definite programming with diagonal constraints
Xia Jiang, Xianlin Zeng, Jian Sun, Jie Chen
2021-04-02
Distributed, Parallel, and Cluster Computing · Computer Science
On Distributed Algorithms for Minimum Dominating Set problem, from theory to application
Sharareh Alipour, Ehsan Futuhi, Shayan Karimi
2021-01-05
Machine Learning · Statistics
Efficient Distributed Learning with Sparsity
Jialei Wang, Mladen Kolar, Nathan Srebro, Tong Zhang
2016-05-26
Optimization and Control · Mathematics
An Online Parallel and Distributed Algorithm for Recursive Estimation of Sparse Signals
Yang Yang, Mengyi Zhang, Marius Pesavento, Daniel P. Palomar
2017-12-12