2019-03-10
Likes


Recently, Prof. Ye Qi, a new national talent recruited by the School of Mathematical Sciences of SCNU, and Prof. Xu Yuesheng from Sun Yat-Sen University, collaborated on a long article entitled “Generalized Mercer Kernels and Reproducing Kernel Banach Spaces” which was published in the internationally renowned academic journal “Memoirs of the American Mathematical Society” (https://www.ams.org/books/memo/1243/).

3.jpg

From the first draft to the official publication, it took the authors seven years to write the article, which has a length of 122 pages. This article extends and perfects the theory of the regenerative nuclear Banach space and proposes a new concept of the generalized Mercer kernel function. It also verifies the feasibility of the machine learning algorithm in the 1-mode regenerative kernel Banach space, and finds that many classical sparse fast algorithms can be combined with it. On the basis of this research, Professor Xu Yuesheng and ProfessorYe Qi jointly proposed the international original research field-sparse machine learning method, and combined with a supercomputer (Tianhe-2), to develop an intelligent method capable of analyzing large data of complex structure. Research results have been manifest in areas such as medical imaging, cancer data analysis, and educational big data.

"Memoirs of the American Mathematical Society" is an authoritative journal sponsored by the American Mathematical Society. Only high-quality original articles in the field of mathematics are published.

Source from the School of Mathematical Sciences

Translated by Tang Suying

Proofread by Edwin Baak 

Edited by Li Jianru


What to read next:

Associate Professor Dr. Fei Jifeng of the SCNU Institute for Brain Research and Rehabilitation Published a Paper in Nature
On January 24, Dr Fei Jifeng, Distinguished Young Talent of the Institute for Brain Research and Rehabilitation, South China Normal University and researchers from dozen scientific research institutes like Max Planck Institute of Molecular Cell Bi
Prof. Li Sheng and His Team Published Important Research Findings in Nature Communications
On March 20, the research paper titled “The genomic and functional landscapes of developmental plasticity in the American cockroach”, jointly written by Prof Li Sheng and his team from School of Life Sciences and Institute of Insect Science and Techn
SCNU Undergraduates of School of Chemistry and Environment Published Important Findings in《Angew. Chem. Int. Ed.》
Recently, members of the Innovation and Entrepreneurship Training Program of School of Chemistry and Environment of
New breakthrough in Video Electronic Paper in China
From May 21-25, 2018, the latest accomplishments in color video electronic paper displays manufactured by the team
Professor Xiang Hui Published Important Findings in Nature Ecology and Evolution
The research paper titled “The evolutionary road from wild moth to domestic silkworm” by Professor Xiang Hui fr
The Latest Findings from the Team of Professor Ying Guangguo of the Environmental Research Institute Published in "Environmental Science & Technology"
Dr Shi Wenjun, team member with Professor Ying Guangguo at the Environmental Research Institute of South China N
The Research Group of Researcher Jiang Feng of the SCNU Institute of Optoelectronic Materials and Technology Published Important Findings in the ACS Journal
Recently, the "Young Talent " of South China Normal University (SCNU) researcher Jiang Feng and his research group
Professor Lan Sheng’s Research Team Published a High-level Academic Paper in Nature Communications
Recently, the research team led by Prof Lan Sheng from the School of Information Optoelectronic Science and Engi
The School of Physics and Electronic Engineering publishes a high-level research paper on Quantum Science and Technology in Nature Photonics
The School of Physics and Electronic Engineering of SCNU has made important progress in quantum storage research: