Web: http://arxiv.org/abs/2208.00993

Aug. 10, 2022, 1:11 a.m. | Yifei Ren, Jian Lou, Li Xiong, Joyce C Ho, Xiaoqian Jiang, Sivasubramanium Bhavani

cs.LG updates on arXiv.org arxiv.org

Tensor factorization has received increasing interest due to its intrinsic
ability to capture latent factors in multi-dimensional data with many
applications such as recommender systems and Electronic Health Records (EHR)
mining. PARAFAC2 and its variants have been proposed to address irregular
tensors where one of the tensor modes is not aligned, e.g., different users in
recommender systems or patients in EHRs may have different length of records.
PARAFAC2 has been successfully applied on EHRs for extracting meaningful
medical concepts (phenotypes). …

arxiv factorization learning lg multi-task learning tensor

More from arxiv.org / cs.LG updates on arXiv.org

Research Scientists

@ ODU Research Foundation | Norfolk, Virginia

Embedded Systems Engineer (Robotics)

@ Neo Cybernetica | Bedford, New Hampshire

2023 Luis J. Alvarez and Admiral Grace M. Hopper Postdoc Fellowship in Computing Sciences

@ Lawrence Berkeley National Lab | San Francisco, CA

Senior Manager Data Scientist

@ NAV | Remote, US

Senior AI Research Scientist

@ Earth Species Project | Remote anywhere

Research Fellow- Center for Security and Emerging Technology (Multiple Opportunities)

@ University of California Davis | Washington, DC

Staff Fellow - Data Scientist

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Staff Fellow - Senior Data Engineer

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Machine Learning Data Engineer Intern (Jyoti Dharna)

@ Benson Hill | St. Louis, Missouri

Software Engineer / SDE I, Chime SDK Video Research Engineering

@ Amazon.com | East Palo Alto, California, USA

IND (New) Senior ML Ops Engineer - WiQ

@ Quantium | Hyderabad

Data Engineer

@ LendingTree | Remote