Ali Taylan Cemgil - Google Scholar Citations

Cited by

	All	Since 2014
Citations	3468	1927
h-index	27	21
i10-index	66	50

380

190

285

200120022003200420052006200720082009201020112012201320142015201620172018201923 27 34 59 74 82 128 89 105 158 219 255 263 298 333 354 319 372 251

Co-authors

Umut SimsekliVisiting Faculty @ University of Oxford, Assistant Professor @ Télécom ParisTechVerified email at telecom-paristech.fr
Simon GodsillUniversity of CambridgeVerified email at eng.cam.ac.uk
Hilbert Johan KappenRadboud UniversityVerified email at science.ru.nl
Beyza ErmişAmazon ResearchVerified email at boun.edu.tr
Onur DikmenHalmstad UniversityVerified email at hh.se
Barış KurtBogazici UniversityVerified email at boun.edu.tr
Tuomas VirtanenTampere UniversityVerified email at tuni.fi
B. KröseProfessor, Amsterdam University of Applied Science; Professor, University of AmsterdamVerified email at uva.nl
Cédric FévotteCNRS Senior Researcher @ IRIT, Univ. ToulouseVerified email at irit.fr
Murat SaraclarProfessor of Electrical and Electronic Engineering, Bogazici UniversityVerified email at boun.edu.tr
Cemil DemirFreelanceVerified email at peak.com
Lale AkarunProfessor of Computer Engineering, Bogazici UniversityVerified email at boun.edu.tr
Evrim AcarSimula Research LabVerified email at simula.no
Cem SübakanMontreal Institute of Learning Algorithms (MILA)Verified email at boun.edu.tr
Emin AnarımProfessor of Electrical and Electronics Engineering, Bogazici UniversityVerified email at boun.edu.tr
Peter DesainProfessor of artificial intelligence, Radboud University NijmegenVerified email at donders.ru.nl
Dogac BasaranAudio Research Scientist at Audible MagicVerified email at audiblemagic.com
Bilge Gunselİstanbul Technical UniversityVerified email at itu.edu.tr
Andre HolzapfelAssistant Professor, Royal Institute of TechnologyVerified email at kth.se
Taha Yusuf CeritliUniversity of EdinburghVerified email at sms.ed.ac.uk

Ali Taylan Cemgil

DeepMind UK, Prof. on sabbatical leave from Bogazici University, Istanbul, Turkey

Verified email at boun.edu.tr - Homepage

Bayesian Machine Learning


Title	Cited by	Year
Bayesian inference for nonnegative matrix factorisation models AT Cemgil Computational intelligence and neuroscience 2009, 2009	394	2009
On tempo tracking: Tempogram representation and Kalman filtering AT Cemgil, B Kappen, P Desain, H Honing Journal of New Music Research 29 (4), 259-273, 2000	234	2000
Bayesian time series models D Barber, AT Cemgil, S Chiappa Cambridge University Press, 2011	192	2011
Bayesian extensions to non-negative matrix factorisation for audio signal modelling T Virtanen, AT Cemgil, S Godsill 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	160	2008
A generative model for music transcription AT Cemgil, HJ Kappen, D Barber IEEE Transactions on Audio, Speech, and Language Processing 14 (2), 679-694, 2006	154	2006
Monte Carlo methods for tempo tracking and rhythm quantization AT Cemgil, B Kappen Journal of Artificial Intelligence Research 18, 45-81, 2003	127	2003
Rhythm quantization for transcription AT Cemgil, P Desain, B Kappen Computer Music Journal 24 (2), 60-76, 2000	117	2000
Nonnegative matrix factorizations as probabilistic inference in composite models C Févotte, AT Cemgil 2009 17th European Signal Processing Conference, 1913-1917, 2009	104	2009
Generalised coupled tensor factorisation KY Yılmaz, AT Cemgil, U Simsekli Advances in neural information processing systems, 2151-2159, 2011	102	2011
Link prediction in heterogeneous data via generalized coupled tensor factorization B Ermiş, E Acar, AT Cemgil Data Mining and Knowledge Discovery 29 (1), 203-236, 2015	93	2015
Bayesian music transcription AT Cemgil [Sl: sn], 2004	85	2004
Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers T Sülün, T Cemgil, JMP Duc, P Rammelsberg, L Jäger, W Gernet Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and …, 2001	71	2001
Variational and stochastic inference for Bayesian source separation AT Cemgil, C Févotte, SJ Godsill Digital Signal Processing 17 (5), 891-913, 2007	65	2007
Bayesian Modelling of Temporal Structure in Musical Audio. N Whiteley, AT Cemgil, SJ Godsill ISMIR, 29-34, 2006	64	2006
Graphical models for time-series D Barber, AT Cemgil IEEE Signal Processing Magazine 27 (6), 18-28, 2010	63	2010
Gamma Markov random fields for audio source modeling O Dikmen, AT Cemgil IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 589-601, 2009	61	2009
Generative model based polyphonic music transcription AT Cemgil, B Kappen, D Barber 2003 IEEE Workshop on Applications of Signal Processing to Audio and …, 2003	54	2003
Mixtures of gamma priors for non-negative matrix factorization based speech separation T Virtanen, AT Cemgil International Conference on Independent Component Analysis and Signal …, 2009	45	2009
Conjugate gamma Markov random fields for modelling nonstationary sources AT Cemgil, O Dikmen International Conference on Independent Component Analysis and Signal …, 2007	43	2007
Approximate Bayesian methods for kernel-based object tracking Z Zivkovic, AT Cemgil, B Kröse Computer Vision and Image Understanding 113 (6), 743-749, 2009	39	2009

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors