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pro vyhledávání: '"Melody Guan"'
Autor:
Serena Yeung, Emmett Goodman, Krishna Patel, Yilun Zhang, William Locke, Chris Kennedy, Rohan Mehrotra, Stephen Ren, Melody Guan, Maren Downing, Hao Wei Chen, Jevin Clark, Gabriel Brat
Open procedures represent the dominant form of surgery worldwide. Artificial intelligence (AI) has the potential to optimize surgical practice and improve patient outcomes, but efforts have focused primarily on minimally invasive techniques. Our work
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1ad42624f21d6f71e3fe49f8096a32c3
https://doi.org/10.21203/rs.3.rs-1129461/v1
https://doi.org/10.21203/rs.3.rs-1129461/v1
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 32
Data are often labeled by many different experts with each expert only labeling a small fraction of the data and each data point being labeled by several experts. This reduces the workload on individual experts and also gives a better estimate of the
Autor:
Melody Guan, Heinrich Jiang
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 32
We analyze the K-armed bandit problem where the reward for each arm is a noisy realization based on an observed context under mild nonparametric assumptions.We attain tight results for top-arm identification and a sublinear regret of Õ(T1+D/(2+D), w