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Block coordinate descent algorithms for large-scale sparse multiclass classification
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Conference Proceeding
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 Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks
Khan, Shujaat, Ahmad, Jawwad, Naseem, Imran, Moinuddin, Muhammad
Published in Circuits, systems, and signal processing (01.02.2018)
Published in Circuits, systems, and signal processing (01.02.2018)
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Journal Article
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues
Li, Nan, Ma, Lianbo, Yu, Guo, Xue, Bing, Zhang, Mengjie, Jin, Yaochu
Published in ACM computing surveys (29.02.2024)
Published in ACM computing surveys (29.02.2024)
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Journal Article
Logarithmic regret algorithms for online convex optimization
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Journal Article
Conference Proceeding
When does reinforcement learning stand out in quantum control? A comparative study on state preparation
Zhang, Xiao-Ming, Wei, Zezhu, Asad, Raza, Yang, Xu-Chen, Wang, Xin
Published in npj quantum information (08.10.2019)
Published in npj quantum information (08.10.2019)
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Journal Article
Templates for convex cone problems with applications to sparse signal recovery
Becker, Stephen R., Candès, Emmanuel J., Grant, Michael C.
Published in Mathematical programming computation (01.09.2011)
Published in Mathematical programming computation (01.09.2011)
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Journal Article
An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures
Zhou, Wei, Zhang, Hai-Tao, Wang, Jun
Published in IEEE transaction on neural networks and learning systems (01.07.2022)
Published in IEEE transaction on neural networks and learning systems (01.07.2022)
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Journal Article
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
Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28-31, 2021, Proceedings
Ishibuchi, Hisao, Zhang, Qingfu, Cheng, Ran, Li, Ke, Li, Hui, Wang, Handing, Zhou, Aimin
Year of Publication 2021
Year of Publication 2021
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eBook
Conference Proceeding
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
Projected gradient descent algorithms for quantum state tomography
Bolduc, Eliot, Knee, George C., Gauger, Erik M., Leach, Jonathan
Published in npj quantum information (19.10.2017)
Published in npj quantum information (19.10.2017)
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