Complete List: Theses, Notes, Technical reports, Slides

1. Y. K. Yilmaz and A. T. Cemgil, “Alpha/Beta Divergences and Tweedie Models,” 2012.
   [BibTeX] [URL]

   @techreport{Yilmaz2012,
     author = {Yilmaz, Y. K. and Cemgil, A. T.},
     title = {Alpha/Beta Divergences and Tweedie Models},
     year = {2012},
     number = {arXiv:1209.4280},
     url = {http://arxiv.org/abs/1209.4280}
   }
   

2. A. T. Cemgil, “MCMC methods for Bayesian Inference,” March 2007. Slides for the 5R1, Stochastic Processes Lecture .
   [BibTeX] [URL]

   @misc{cemgil:5r1-1,
     author = {Cemgil, A. T.},
     title = {MCMC methods for Bayesian Inference},
     year = {2007},
     note = {Slides for the 5R1, Stochastic Processes Lecture },
     pdf = {papers/5R1/mcmc_bayes.pdf}
   }
   

3. A. T. Cemgil, “Time series models, Importance sampling and Sequential Monte Carlo,” March 2007. Slides for the 5R1, Stochastic Processes Lecture .
   [BibTeX] [URL]

   @misc{cemgil:5r1-2,
     author = {Cemgil, A. T.},
     title = {Time series models, Importance sampling and Sequential Monte Carlo},
     year = {2007},
     note = {Slides for the 5R1, Stochastic Processes Lecture },
     pdf = {papers/5R1/smc-tutor.pdf}
   }
   

4. A. T. Cemgil, “Introduction to Numerical Bayesian Methods,” March 2006. Slides for IEE Professional Development Course on Adaptive Signal Processing, Birmingham, UK.
   [BibTeX] [URL]

   @misc{cemgil:bayesintro,
     author = {Cemgil, A. T.},
     title = {Introduction to Numerical Bayesian Methods},
     year = {2006},
     note = {Slides for IEE Professional Development Course on Adaptive Signal Processing, Birmingham, UK},
     pdf = {papers/cemgil-iee-pres.pdf}
   }
   

5. A. T. Cemgil, “Introduction to Numerical Bayesian Methods,” September 2006. Slides for a tutorial I have given in Bogazici University.
   [BibTeX] [URL]

   @misc{cemgil:bayesintrobu,
     author = {Cemgil, A. T.},
     title = {Introduction to Numerical Bayesian Methods},
     year = {2006},
     note = {Slides for a tutorial I have given in Bogazici University},
     pdf = {papers/cemgil-bu-pres.pdf}
   }
   

6. A. T. Cemgil, “Bayesian Methods for Music Signal Analysis,” October 2006. Slides for the tutorial given at ISMIR 2006, Victoria, Canada.
   [BibTeX] [URL]

   @misc{cemgil:ismirtutor,
     author = {Cemgil, A. T.},
     title = {Bayesian Methods for Music Signal Analysis},
     year = {2006},
     note = {Slides for the tutorial given at ISMIR 2006, Victoria, Canada},
     pdf = {papers/cemgil-ismir-tutorial.pdf}
   }
   

7. A. T. Cemgil, “A Technique for Painless Derivation of Kalman Filtering Recursions,”
   [BibTeX]

   @misc{cemgil:kalman,
     author = {Cemgil, A. T.},
     title = {A Technique for Painless Derivation of Kalman Filtering Recursions}
   }
   

8. A. T. Cemgil, “A Practical Review of Matrix Calculus,”
   [BibTeX] [URL] [URL]

   @misc{cemgil:matrix,
     author = {Cemgil, A. T.},
     title = {A Practical Review of Matrix Calculus},
     url = {papers/matrix.ps.gz},
     pdf = {papers/matrix.pdf}
   }
   

9. A. T. Cemgil, “Hierarchical Bayesian Models for Audio and Music Signal Processing,” 2007. Slides from my talk at the Music Cognition Workshop at NIPS 2007.
   [BibTeX] [URL]

   @misc{cemgil:nips07-music,
     author = {Cemgil, A. T.},
     title = {Hierarchical Bayesian Models for Audio and Music Signal Processing},
     year = {2007},
     note = {Slides from my talk at the Music Cognition Workshop at NIPS 2007},
     pdf = {papers/talks/cemgil-nips07-music.pdf}
   }
   

10. A. T. Cemgil, “The Probability Hypothesis Density Filter, A Tutorial,” 2007. Slides from my talk at the Approximate Bayesian Inference in Continuous/Hybrid Systems Workshop at NIPS 2007.
    [BibTeX] [URL]

    @misc{cemgil:nips07-phdf,
      author = {Cemgil, A. T.},
      title = {The Probability Hypothesis Density Filter, A Tutorial},
      year = {2007},
      note = {Slides from my talk at the Approximate Bayesian Inference in Continuous/Hybrid Systems Workshop at NIPS 2007},
      pdf = {papers/talks/cemgil-nips07-phdf.pdf}
    }
    

11. O. Dikmen and A. T. Cemgil, “Inference and Parameter Estimation in Gamma Chains,” February 2008.
    [BibTeX] [URL]

    @techreport{dikmen08,
      author = {Dikmen, O. and Cemgil, A. T.},
      title = {Inference and Parameter Estimation in Gamma Chains},
      year = {2008},
      number = {CUED/F-INFENG/TR.596},
      pdf = {papers/dikmen-cemgil-tr596.pdf}
    }
    

12. A. T. Cemgil, “Automated Music Transcription,” 1995.
    [BibTeX]

    @mastersthesis{Cemgil1995a,
      author = {Cemgil, A. T.},
      title = {Automated Music Transcription},
      school = {Bogazici University},
      year = {1995}
    }
    

13. A. T. Cemgil, Bayesian Music Transcription. PhD thesis , Radboud University of Nijmegen , 2004.
    [BibTeX]

    @phdthesis{Cemgil2004a,
      author = {Cemgil, A. T.},
      title = {Bayesian Music Transcription},
      school = {Radboud University of Nijmegen},
      year = {2004}
    }
    

14. A. T. Cemgil, “Bayesian Methods for Music Signal Analysis,” October 2006. Slides for the tutorial given at ISMIR 2006, Victoria, Canada.
    [BibTeX] [URL]

    @misc{Cemgil2006,
      author = {Cemgil, A. T.},
      title = {Bayesian Methods for Music Signal Analysis},
      year = {2006},
      note = {Slides for the tutorial given at ISMIR 2006, Victoria, Canada},
      pdf = {papers/cemgil-ismir-tutorial.pdf}
    }
    

15. A. T. Cemgil, “Time series models, Importance sampling and Sequential Monte Carlo,” March 2007. Slides for the 5R1, Stochastic Processes Lecture .
    [BibTeX] [URL]

    @misc{Cemgil2007,
      author = {Cemgil, A. T.},
      title = {Time series models, Importance sampling and Sequential Monte Carlo},
      year = {2007},
      note = {Slides for the 5R1, Stochastic Processes Lecture },
      pdf = {papers/5R1/smc-tutor.pdf}
    }
    

16. A. T. Cemgil, “Bayesian Inference in Non-negative Matrix Factorisation Models,” July 2008. Accepted for publication to Computational Intelligence and Neuroscience.
    [BibTeX] [URL] [URL]

    @techreport{Cemgil2008,
      author = {Cemgil, A. T.},
      title = {Bayesian Inference in Non-negative Matrix Factorisation Models},
      year = {2008},
      number = {CUED/F-INFENG/TR.609},
      note = {Accepted for publication to Computational Intelligence and Neuroscience},
      url = {http://www.cmpe.boun.edu.tr/~cemgil/bnmf/},
      pdf = {papers/cemgil-tr609.pdf}
    }