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A linearly convergent doubly stochastic Gauss–Seidel algorithm for solving linear equations and a certain class of over-parameterized optimization problems
Razaviyayn, Meisam, Hong, Mingyi, Reyhanian, Navid, Luo, Zhi-Quan
Published in Mathematical programming (01.07.2019)
Published in Mathematical programming (01.07.2019)
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Journal Article
Problems and Opportunities in Training Deep Learning Software Systems: An Analysis of Variance
Pham, Hung Viet, Qian, Shangshu, Wang, Jiannan, Lutellier, Thibaud, Rosenthal, Jonathan, Tan, Lin, Yu, Yaoliang, Nagappan, Nachiappan
Published in 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.09.2020)
Published in 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.09.2020)
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Conference Proceeding
Dual subgradient algorithms for large-scale nonsmooth learning problems
Cox, Bruce, Juditsky, Anatoli, Nemirovski, Arkadi
Published in Mathematical programming (01.12.2014)
Published in Mathematical programming (01.12.2014)
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Journal Article
Distributed Communication-Sliding Mirror-Descent Algorithm for Nonsmooth Resource Allocation Problem
Wang, Yinghui, Tu, Zhipeng, Qin, Huashu
Published in Journal of systems science and complexity (01.08.2022)
Published in Journal of systems science and complexity (01.08.2022)
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Journal Article
GPUSGD: A GPU-accelerated stochastic gradient descent algorithm for matrix factorization
Jin, Jing, Lai, Siyan, Hu, Su, Lin, Jing, Lin, Xiaola
Published in Concurrency and computation (25.09.2016)
Published in Concurrency and computation (25.09.2016)
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Journal Article
A Q-Learning-Based Brainstorming Optimization Algorithm for Solving Multimodal Optimization Problems
Cheng, Shi, Jin, Honglin, Lu, Hui, Shi, Yuhui
Published in IEEE transactions on consumer electronics (01.05.2025)
Published in IEEE transactions on consumer electronics (01.05.2025)
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Journal Article
Stochastic gradient descent algorithm for stochastic optimization in solving analytic continuation problems
Published in Foundations of data science
(01.03.2020)
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Journal Article