Research Fellow

Research Fellow (Mathematics/Computer Science/Statistics) page is loaded## Research Fellow (Mathematics/Computer Science/Statistics)locations: NTU Main Campus, Singaporetime type: Full timeposted on: Posted Todayjob requisition id: R **Join Our Team at the School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore**The School of Physical and Mathematical Sciences (SPMS) at NTU Singapore hosts research and education activities in two divisions: Division of Mathematical Sciences (MAS) and Division of Physics and Applied Physics (PAP). MAS covers diverse topics ranging from pure mathematics to the applications of mathematics in cryptography, computing, business, and finance. PAP covers many areas of fundamental and applied physics, including quantum information, condensed matter physics, biophysics, and photonics. Over the years, SPMS has attracted talented individuals from around the world and Singapore to join as scientific leaders and researchers.We are seeking a Research Fellow to contribute to a project focused on "Learning high dimensional dynamical systems on dynamical networks". There is ample room for exploring sub-topics depending on the interest of the candidate. The focus will be on deriving efficient algorithms with provable statistical guarantees, using tools from: high-dimensional statistics, optimization, probability theory, etc. These positions would be especially relevant for those with a background/interest in time-series analysis, theoretical machine learning on networks, and high-dimensional statistics.**Key Responsibilities:**Take the lead in developing sub-projects (problem formulation, theoretical analysis etc.), running experiments, and writing articles for publication in tier-1 journals and ML conferences.**Job Requirements:*** PhD in Mathematics/Computer Science/Statistics or related fields* Strong research background in statistical learning problems -- especially from a theoretical perspective -- as evidenced by publications* Knowledge of MATLAB/R/Python* Good written and oral communication skillsThe College of Science seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all and recruit on the basis of merit, regardless of age, race, gender, religion, marital status and family responsibilities, or disability.We regret to inform that only shortlisted candidates will be notified.Hiring Institution: NTUNTU is also home to world-class autonomous institutes – the National Institute of Education, S Rajaratnam School of International Studies, Earth Observatory of Singapore, and Singapore Centre for Environmental Life Sciences Engineering – and various leading research centres such as the Nanyang Environment & Water Research Institute (NEWRI) and Energy Research Institute @ NTU ( ).Ranked amongst the world's top universities by QS, NTU has also been named the world's top young university for the past seven years. The University's main campus is frequently listed among the Top 15 most beautiful university campuses in the world and has 57 Green Mark-certified (equivalent to LEED-certified) buildings, of which 95% are certified Green Mark Platinum. Apart from its main campus, NTU also has a campus in Novena, Singapore's healthcare district.Under the NTU Smart Campus vision, the University harnesses the power of digital technology and tech-enabled solutions to support better learning and living experiences, the discovery of new knowledge, and the sustainability of resources.For more information, visit #J-18808-Ljbffr