A. Taylan Cemgil's Home Page
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Ali Taylan Cemgil, Assoc. Prof. |
Academic Interests
Statistical Modelling and Data analysis, Big Data
Bayesian statistics, Machine Learning, Time Series Analysis, Scientific Computation
Graphical Models, Approximate inference, Monte Carlo methods, Distributed Optimization
Statistical analysis of Networks, Matrix and Tensor decompositions
Audio and Music Modelling, Processing, Restoration, Separation, Transcription, Interactive performance systems
Brief Biography
I received my B.Sc. (1993) and M.Sc. (1995) in Computer Engineering, Bogazici University, Turkey and my Ph.D. (2004), Radboud University Nijmegen, the Netherlands. I worked as a postdoctoral researcher at Intelligent Autonomous Systems Lab. at University of Amsterdam, the Netherlands and the Signal Processing and Communications Lab., Dept. of Engineering, University of Cambridge, UK. Currently, I am an Assoc. Prof. at Bogazici University, Dept. of Computer Engineering. I am a member of the PI Lab.
Forthcoming
May 2013: Organize a special issue in EURASIP journal on Advances in Signal Processing on “Informed Audio Signal Separation”, with Gael Richard, Tuomas Virtanen, Alexey Ozerov, Derry Fitzgerald
News
Beyza Ermis, Ismail Ari and Umut Simsekli are nominated for student awards at SIU 2013. Congratulations!
Our paper, Learning the Beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models, by Simsekli, Cemgil and Yilmaz is accepted to ICML 2013.
Teaching
2013 Spring
CMPE 58N (To be offered as 548 in the future), Monte Carlo Methods, WWW234 ETA6
CMPE 250, Data Structures and Algorithms, WW78 ETA A2, Th3 ETA A3, PS TBA
SWE 546, Data Mining, WWW 11 12 13
SWE 591, Computer Graphics, ThThTh 11 12 13
Contact:
Email:
Phone (Prefer sending an email)
Office: 0090 212 3594731
Fax (cmpe secretary): 0090 212 2872461Adress:
Department of Computer Engineering, Bogazici University,
34342 Bebek Istanbul, TURKEYOffice Location
ETA 19, Kuzey Kampus (North Campus), Computer Eng. Building, 1st floor