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Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
Xing, Hong, Simeone, Osvaldo, Bi, Suzhi
Published in IEEE journal on selected areas in communications (01.12.2021)
Published in IEEE journal on selected areas in communications (01.12.2021)
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Journal Article
A self-learning magnetic Hopfield neural network with intrinsic gradient descent adaption
Niu, Chang, Zhang, Huanyu, Xu, Chuanlong, Hu, Wenjie, Wu, Yunzhuo, Wu, Yu, Wang, Yadi, Wu, Tong, Zhu, Yi, Zhu, Yinyan, Wang, Wenbin, Wu, Yizheng, Yin, Lifeng, Xiao, Jiang, Yu, Weichao, Guo, Hangwen, Shen, Jian
Published in Proceedings of the National Academy of Sciences - PNAS (17.12.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (17.12.2024)
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Journal Article
DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification
Wang, Junyao, Huang, Sitao, Imani, Mohsen
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Topology identification in distribution system via machine learning algorithms
Razmi, Peyman, Ghaemi Asl, Mahdi, Canarella, Giorgio, Emami, Afsaneh Sadat
Published in PloS one (01.06.2021)
Published in PloS one (01.06.2021)
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Journal Article
A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning
Fu, Yonggan, Zhang, Yongan, Li, Chaojian, Yu, Zhongzhi, Lin, Yingyan
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
Optimizing the Quantum Circuit of Quantum K-Nearest Neighbors (QKNN) Using Hybrid Gradient Descent and Golden Eagle Optimization Algorithm
Arjunan, Tamilselvan, Arjunan, Gopalakrishnan, Kumar, N. Jagadish, C, Tharun Kumar
Published in 2025 International Conference on Computing Technologies & Data Communication (ICCTDC) (04.07.2025)
Published in 2025 International Conference on Computing Technologies & Data Communication (ICCTDC) (04.07.2025)
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Conference Proceeding
Peer-to-Peer Learning+Consensus with Non-IID Data
Pranav, Srinivasa, Moura, Jose M.F.
Published in Conference record - Asilomar Conference on Signals, Systems, & Computers (29.10.2023)
Published in Conference record - Asilomar Conference on Signals, Systems, & Computers (29.10.2023)
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Conference Proceeding
Robust Tickets Can Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning
Fu, Yonggan, Yuan, Ye, Wu, Shang, Yuan, Jiayi, Lin, Yingyan Celine
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Quantum algorithms for the generalized eigenvalue problem
Liang, Jin-Min, Shen, Shu-Qian, Li, Ming, Fei, Shao-Ming
Published in Quantum information processing (01.01.2022)
Published in Quantum information processing (01.01.2022)
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Journal Article
Cost-Optimized Periodic DAG-Structured Task Offloading in Multi-User MEC Systems Using Reinforcement Learning
Wang, Yan, He, Yubin, Liu, Gang, Li, Keqin
Published in ACM transactions on Internet technology (26.08.2025)
Published in ACM transactions on Internet technology (26.08.2025)
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Journal Article
PHyPO: Priority-based Hybrid task Partitioning and Offloading in mobile computing using automated machine learning
Bano, Shehr, Abbas, Ghulam, Bilal, Muhammad, Abbas, Ziaul Haq, Ali, Zaiwar, Waqas, Muhammad
Published in PloS one (12.12.2024)
Published in PloS one (12.12.2024)
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Journal Article
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing
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Conference Proceeding
DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning
Chen, Hanning, Issa, Mariam, Ni, Yang, Imani, Mohsen
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
Technology-design co-optimization of resistive cross-point array for accelerating learning algorithms on chip
Pai-Yu Chen, Kadetotad, Deepak, Zihan Xu, Mohanty, Abinash, Binbin Lin, Jieping Ye, Vrudhula, Sarma, Jae-sun Seo, Yu Cao, Shimeng Yu
Published in 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2015)
Published in 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2015)
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Conference Proceeding
Active learning for accelerated design of layered materials
Bassman Oftelie, Lindsay, Rajak, Pankaj, Kalia, Rajiv K., Nakano, Aiichiro, Sha, Fei, Sun, Jifeng, Singh, David J., Aykol, Muratahan, Huck, Patrick, Persson, Kristin, Vashishta, Priya
Published in npj computational materials (10.12.2018)
Published in npj computational materials (10.12.2018)
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Journal Article