NATIONAL UNIVERSITY OF SINGAPORE

Research Fellow, Online Learning

Location
Singapore
Posted
03 May 2021
End of advertisement period
03 Jun 2021
Ref
3854844
Contract Type
Fixed Term
Hours
Full Time

Job Description

The Department of Electrical and Computer Engineering (ECE) at the National University of Singapore (NUS) is seeking a Research Fellow. The selected candidate work closely with Dr. Vincent Tan and Dr. Wang Chi Cheung on intersection of information theory, statistical signal processing, and machine learning. 

Some sample topics include:

  • Fundamental performance limits (and algorithms) for dictionary learning (e.g., matrix factorization), ranking, and deep learning architectures;  
  • Online learning (bandits, reinforcement learning) in the presence of adversaries;
  • Learning of graphical models and other statistical models.

Applicants may submit a detailed CV to Vincent Tan at vtan@nus.edu.sg. If shortlisted, applicants should also arrange for at least two to three letters of reference to be sent to the same address.

Qualifications

  • PhD in Electrical Engineering, Computer Science or Applied Mathematics
  • Proven strong publication record in information theory, signal processing, or machine learning
  • Good written and spoken communications. 
  • Salary will commensurate with the candidate experience, potential, and track record.
  • Open to fixed term contract

More Information

Location: Kent Ridge Campus
Organization: Engineering
Department : Electrical And Computer Engineering
Employee Referral Eligible: No

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