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A Learning-Aided Flexible Gradient Descent Approach to MISO Beamforming
Yang, Zhixiong, Xia, Jing-Yuan, Luo, Junshan, Zhang, Shuanghui, Gunduz, Deniz
Published in IEEE wireless communications letters (01.09.2022)
Published in IEEE wireless communications letters (01.09.2022)
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Journal Article
Compressed Gradient Methods With Hessian-Aided Error Compensation
Khirirat, Sarit, Magnusson, Sindri, Johansson, Mikael
Published in IEEE transactions on signal processing (2021)
Published in IEEE transactions on signal processing (2021)
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Journal Article
Two-Armed Bandit Problem and Batch Version of the Mirror Descent Algorithm
Kolnogorov, A. V., Nazin, A. V., Shiyan, D. N.
Published in Automation and remote control (01.08.2022)
Published in Automation and remote control (01.08.2022)
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Journal Article
Novel Gradient Sparsification Algorithm via Bayesian Inference
Bereyhi, Ali, Liang, Ben, Boudreau, Gary, Afana, Ali
Published in 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) (22.09.2024)
Published in 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) (22.09.2024)
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Conference Proceeding
Computer-aided diagnosis of external and middle ear conditions: A machine learning approach
Viscaino, Michelle, Maass, Juan C., Delano, Paul H., Torrente, Mariela, Stott, Carlos, Auat Cheein, Fernando
Published in PloS one (12.03.2020)
Published in PloS one (12.03.2020)
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Journal Article
Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography
Huo, Tongtong, Xie, Yi, Fang, Ying, Wang, Ziyi, Liu, Pengran, Duan, Yuyu, Zhang, Jiayao, Wang, Honglin, Xue, Mingdi, Liu, Songxiang, Ye, Zhewei
Published in Frontiers in oncology (08.02.2023)
Published in Frontiers in oncology (08.02.2023)
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Journal Article
Controlling an organic synthesis robot with machine learning to search for new reactivity
Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)
Published in Nature (London) (01.07.2018)
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Journal Article
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
Radar Aided 6G Beam Prediction: Deep Learning Algorithms and Real-World Demonstration
Demirhan, Umut, Alkhateeb, Ahmed
Published in IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC (10.04.2022)
Published in IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC (10.04.2022)
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Conference Proceeding
Artificial Intelligence in Lung Cancer Pathology Image Analysis
Wang, Shidan, Yang, Donghan M., Rong, Ruichen, Zhan, Xiaowei, Fujimoto, Junya, Liu, Hongyu, Minna, John, Wistuba, Ignacio Ivan, Xie, Yang, Xiao, Guanghua
Published in Cancers (28.10.2019)
Published in Cancers (28.10.2019)
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Journal Article
An SST-IE Framework for Beamforming and Phase Shift Design in RIS-Aided Multi-User Networks
Huang, Xiang, Cho, Joohyun, Chen, Rong-Rong
Published in IEEE wireless communications letters (01.09.2025)
Published in IEEE wireless communications letters (01.09.2025)
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Journal Article