Ali Taylan Cemgil's Home Page

 

Ali Taylan Cemgil, Prof.
Dept. of Computer Engineering
Bogazici University, Istanbul, Turkey
hbox{taylan.cemgil@boun.edu.tr}

Academic Interests

  • Bayesian statistics, Machine Learning,

  • Monte Carlo methods and Optimization

  • Matrix and Tensor decompositions

  • Applications in: audio and music processing, anomaly detection, time series, bioinformatics, tracking, sensor fusion, recommendation systems, customer analytics

  • Google Scholar Profile

  • ORCID

  • CV (June 2017)

Brief Biography

I am a Professor and vice chair at Bogazici University, Dept. of Computer Engineering. Istanbul, TR. I obtained my PhD in Radboud University Nijmegen, the Netherlands and did postdoc work in Amsterdam, NL and Cambridge, UK before moving back to Istanbul in 2008. I am interested into basic machine learning methodologies, in particular Bayesian modelling and inference, Monte Carlo, optimization and Matrix and Tensor decomposition methods. I lead the research group PILab-sigma, that receives both local, national and EU fundig. Our group works and collaborates with industry on several applications such as audio and music processing, anomaly detection, time series, bioinformatics, tracking, sensor fusion, recommendation systems, customer analytics; and has spawned a spin-off company, Algosis, that is focusing on financial applications.

Forthcoming

Machine Learning in Bosphorus - Ismail Ari Summer School 2018

News

Teaching

CMPE Undergraduate

CMPE Graduate

SWE and FE programs

Contact:

  • Email:
    hbox{taylan.cemgil@boun.edu.tr}

  • Phone (Prefer sending an email)
    Office: 0090 212 3594731
    Fax (cmpe secretary): 0090 212 2872461

  • Adress:
    Department of Computer Engineering, Bogazici University,
    34342 Bebek Istanbul, TURKEY

  • Office Location
    ETA 19, Kuzey Kampus (North Campus), Computer Eng. Building, 1st floor