Meng Yang

Works (3)

Updated: July 5th, 2023 15:33

2021 article

Gene-set integrative analysis of multi-omics data using tensor-based association test

Chang, S.-M., Yang, M., Lu, W., Huang, Y.-J., Huang, Y., Hung, H., … Tzeng, J.-Y. (2021, February 24). (A. Valencia, Ed.). Bioinformatics, Vol. 37, pp. 2259–2265.

By: S. Chang *, M. Yang n, W. Lu n , Y. Huang *, Y. Huang n, H. Hung *, J. Miecznikowski *, T. Lu *, J. Tzeng n 

Ed(s): A. Valencia

topics (OpenAlex): Epigenetics and DNA Methylation; Gene expression and cancer classification; Algorithms and Data Compression
TL;DR: A tensor-based framework for variable-wise inference in multi-omics analysis is introduced and the variable-specific tensor test is derived, which will enhance computational efficiency of tensor modeling. (via Semantic Scholar)
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 18, 2021

2018 article

A majorization–minimization algorithm for split feasibility problems

Xu, J., Chi, E. C., Yang, M., & Lange, K. (2018, August 2). Computational Optimization and Applications, Vol. 71, pp. 795–828.

By: J. Xu *, E. Chi n , M. Yang n & K. Lange *

author keywords: Majorize-minimize; Nonlinear split feasibility; Intensity modulated radiation therapy; Proximity function minimization; Constrained regression
topics (OpenAlex): Optimization and Variational Analysis; Sparse and Compressive Sensing Techniques; Advanced Optimization Algorithms Research
TL;DR: It is shown that the Euclidean norm appearing in the proximity function of the non-linear split feasibility problem can be replaced by arbitrary Bregman divergences, and the algorithm is based on the principle of majorization–minimization, is amenable to quasi-Newton acceleration, and comes complete with convergence guarantees under mild assumptions. (via Semantic Scholar)
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 10, 2018

2016 conference paper

Preliminary statistical assessment towards characterization of biobotic control

2016 38th annual international conference of the ieee engineering in medicine and biology society (embc), 2184–2187.

By: T. Latif, M. Yang, E. Lobaton  & A. Bozkurt 

Source: NC State University Libraries
Added: August 6, 2018

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