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pro vyhledávání: '"Lee, Yonghoon"'
We study the problem of simultaneous predictive inference on multiple outcomes missing at random. We consider a suite of possible simultaneous coverage properties, conditionally on the missingness pattern and on the -- possibly discretized/binned --
Externí odkaz:
http://arxiv.org/abs/2403.04613
This paper studies distribution-free inference in settings where the data set has a hierarchical structure -- for example, groups of observations, or repeated measurements. In such settings, standard notions of exchangeability may not hold. To addres
Externí odkaz:
http://arxiv.org/abs/2306.06342
We formally study the effects of a restricted single-qubit noise model inspired by real quantum hardware, and corruption in quantum training data, on the performance of binary classification using quantum circuits. We find that, under the assumptions
Externí odkaz:
http://arxiv.org/abs/2211.06492
Autor:
Lee, Yonghoon G.1 (AUTHOR) yglee@tamu.edu, Koval, Christy Zhou2 (AUTHOR) christy.koval@broad.msu.edu, Lee, S. Susie3 (AUTHOR) soljee.lee@xjtlu.edu.cn
Publikováno v:
Academy of Management Journal. Aug2023, Vol. 66 Issue 4, p1042-1070. 29p. 1 Diagram, 12 Charts, 2 Graphs.
Autor:
Lee, Yonghoon, Barber, Rina Foygel
In a binary classification problem where the goal is to fit an accurate predictor, the presence of corrupted labels in the training data set may create an additional challenge. However, in settings where likelihood maximization is poorly behaved-for
Externí odkaz:
http://arxiv.org/abs/2106.09136
Autor:
Lee, Yonghoon, Barber, Rina Foygel
In data analysis problems where we are not able to rely on distributional assumptions, what types of inference guarantees can still be obtained? Many popular methods, such as holdout methods, cross-validation methods, and conformal prediction, are ab
Externí odkaz:
http://arxiv.org/abs/2105.14075
Publikováno v:
In Journal of Food Composition and Analysis October 2023 123
Autor:
Lee, Yonghoon G.1 (AUTHOR) yglee@ust.hk, Gargiulo, Martin2 (AUTHOR) martin.gargiulo@insead.edu
Publikováno v:
Administrative Science Quarterly. Jun2022, Vol. 67 Issue 2, p339-377. 39p. 6 Charts, 3 Graphs.
Autor:
Jeong, Seongsoo, Seol, Daun, Kim, Hyang, Lee, Yonghoon, Nam, Sang-Ho, An, Jae-Min, Chung, Hoeil
Publikováno v:
In Food Chemistry 15 January 2023 399
Autor:
Jung, Sehoon, Kim, Sunhye, Kim, Sungnam, Park, Ikbum, Moon, Youngmin, Heo, Jeong-Heon, Nam, Sang-Ho, Lee, Yonghoon
Publikováno v:
In Materials Today Communications December 2022 33