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Reinforcement Learning in Healthcare: A Survey
Yu, Chao, Liu, Jiming, Nemati, Shamim, Yin, Guosheng
Published in ACM computing surveys (01.01.2023)
Published in ACM computing surveys (01.01.2023)
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Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges, and Opportunities
Chen, Kaixuan, Zhang, Dalin, Yao, Lina, Guo, Bin, Yu, Zhiwen, Liu, Yunhao
Published in ACM computing surveys (31.05.2022)
Published in ACM computing surveys (31.05.2022)
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From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI
Nauta, Meike, Trienes, Jan, Pathak, Shreyasi, Nguyen, Elisa, Peters, Michelle, Schmitt, Yasmin, Schlötterer, Jörg, van Keulen, Maurice, Seifert, Christin
Published in ACM computing surveys (31.12.2023)
Published in ACM computing surveys (31.12.2023)
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Deep Learning--based Text Classification: A Comprehensive Review
Minaee, Shervin, Kalchbrenner, Nal, Cambria, Erik, Nikzad, Narjes, Chenaghlu, Meysam, Gao, Jianfeng
Published in ACM computing surveys (01.04.2022)
Published in ACM computing surveys (01.04.2022)
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Trustworthy Artificial Intelligence: A Review
Kaur, Davinder, Uslu, Suleyman, Rittichier, Kaley J., Durresi, Arjan
Published in ACM computing surveys (28.02.2023)
Published in ACM computing surveys (28.02.2023)
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Generalizing from a Few Examples: A Survey on Few-shot Learning
Wang, Yaqing, Yao, Quanming, Kwok, James T., Ni, Lionel M.
Published in ACM computing surveys (01.06.2020)
Published in ACM computing surveys (01.06.2020)
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Trustworthy AI: From Principles to Practices
Li, Bo, Qi, Peng, Liu, Bo, Di, Shuai, Liu, Jingen, Pei, Jiquan, Yi, Jinfeng, Zhou, Bowen
Published in ACM computing surveys (30.09.2023)
Published in ACM computing surveys (30.09.2023)
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Recent Advances in Bayesian Optimization
Wang, Xilu, Jin, Yaochu, Schmitt, Sebastian, Olhofer, Markus
Published in ACM computing surveys (31.12.2023)
Published in ACM computing surveys (31.12.2023)
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A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
Ren, Pengzhen, Xiao, Yun, Chang, Xiaojun, Huang, Po-yao, Li, Zhihui, Chen, Xiaojiang, Wang, Xin
Published in ACM computing surveys (31.05.2022)
Published in ACM computing surveys (31.05.2022)
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Edge Computing with Artificial Intelligence: A Machine Learning Perspective
Hua, Haochen, Li, Yutong, Wang, Tonghe, Dong, Nanqing, Li, Wei, Cao, Junwei
Published in ACM computing surveys (30.09.2023)
Published in ACM computing surveys (30.09.2023)
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A Survey on Session-based Recommender Systems
Wang, Shoujin, Cao, Longbing, Wang, Yan, Sheng, Quan Z., Orgun, Mehmet A., Lian, Defu
Published in ACM computing surveys (30.09.2022)
Published in ACM computing surveys (30.09.2022)
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Federated Learning for Smart Healthcare: A Survey
Nguyen, Dinh C., Pham, Quoc-Viet, Pathirana, Pubudu N., Ding, Ming, Seneviratne, Aruna, Lin, Zihuai, Dobre, Octavia, Hwang, Won-Joo
Published in ACM computing surveys (03.02.2022)
Published in ACM computing surveys (03.02.2022)
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Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
Willard, Jared, Jia, Xiaowei, Xu, Shaoming, Steinbach, Michael, Kumar, Vipin
Published in ACM computing surveys (30.04.2023)
Published in ACM computing surveys (30.04.2023)
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Hierarchical Reinforcement Learning: A Comprehensive Survey
Pateria, Shubham, Subagdja, Budhitama, Tan, Ah-hwee, Quek, Chai
Published in ACM computing surveys (30.06.2022)
Published in ACM computing surveys (30.06.2022)
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Challenges in Deploying Machine Learning: A Survey of Case Studies
Paleyes, Andrei, Urma, Raoul-Gabriel, Lawrence, Neil D.
Published in ACM computing surveys (31.07.2023)
Published in ACM computing surveys (31.07.2023)
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