Supported by the CAS Project for Young Scientists in Basic Research(Grant No.YSBR-034);National Nature Science Foundation of China(Grant Nos.12325110,12201432)。
Combining p-values is a well-known issue in statistical inference. When faced with a study involving m p-values, determining how to effectively combine them to arrive at a comprehensive and reliable conclusion becomes...
supported by the National Key R&D Program of China(Grant Nos.2022YFA1003703,2022YFA 1003800);the National Natural Science Foundation of China(Grant Nos.11925106,12231011,11931001,12226007,12326325);supported by the National Natural Science Foundation of China(Grant No.12301380);supported by the National Key R&D Program of China(Grant Nos.2021YFA1000100,2021YFA1000101,2022YFA1003800);the Natural Science Foundation of Shanghai(Grant No.23ZR1419400)。
We consider the problem of multi-task regression with time-varying low-rank patterns,where the collected data may be contaminated by heavy-tailed distributions and/or outliers.Our approach is based on a piecewise robu...
supported by the Tsinghua University Education Foundation fund under Grant No.042202008.
Ever since Brockett and Clark(1980),Brockett(1981)and Mitter(1980)introduced the estimation algebra method,it becomes a powerful tool to classify finite-dimensional filtering systems.In this paper,the authors investig...
supported by the Ministry of Education,Republic of Singapore,through its Start-Up Grant and Academic Research Fund Tier 1(Grant No.RG61/22);in part by the National Natural Science Foundation of China(Grant No.61906067);the China Postdoctoral Science Foundation(Grant Nos.2019M651415 and 2020T13019)。
Matrix minimization techniques that employ the nuclear norm have gained recognition for their applicability in tasks like image inpainting,clustering,classification,and reconstruction.However,they come with inherent b...