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The ethics of algorithms: key problems and solutions
Tsamados, Andreas, Aggarwal, Nikita, Cowls, Josh, Morley, Jessica, Roberts, Huw, Taddeo, Mariarosaria, Floridi, Luciano
Published in AI & society (01.03.2022)
Published in AI & society (01.03.2022)
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Journal Article
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
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
An artificial intelligence-driven learning analytics method to examine the collaborative problem-solving process from the complex adaptive systems perspective
Ouyang, Fan, Xu, Weiqi, Cukurova, Mutlu
Published in International journal of computer-supported collaborative learning (01.03.2023)
Published in International journal of computer-supported collaborative learning (01.03.2023)
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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
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models
Sheng, Yi, Yang, Junhuan, Yang, Lei, Shi, Yiyu, Hu, Jingtong, Jiang, Weiwen
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (01.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (01.07.2023)
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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 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