Ali Taylan Cemgil

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	All	Since 2016
Citations	4113	1826
h-index	31	20
i10-index	70	44

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Umut SimsekliINRIA - École Normale SupérieureVerified email at inria.fr
Simon GodsillUniversity of CambridgeVerified email at eng.cam.ac.uk
Hilbert Johan KappenRadboud UniversityVerified email at science.ru.nl
David BarberDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk
Beyza ErmişAmazon ResearchVerified email at boun.edu.tr
Barış KurtBogazici UniversityVerified email at boun.edu.tr
Onur DikmenHalmstad UniversityVerified email at hh.se
Kenan YILMAZVerified email at paloAltoNetworks.com
Tuomas VirtanenTampere UniversityVerified email at tuni.fi
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseVerified email at irit.fr
Nick WhiteleyUniversity of BristolVerified email at bristol.ac.uk
Murat SaraclarProfessor of Electrical and Electronic Engineering, Bogazici UniversityVerified email at boun.edu.tr
Cemil DemirVoysVerified email at voys.ai
Ben KroseProfessor Emeritus, Amsterdam University of Applied Science; Professor, University of AmsterdamVerified email at hva.nl
Lale AkarunProfessor of Computer Engineering, Bogazici UniversityVerified email at boun.edu.tr
Sinan YıldırımDr, Sabancı UniversityVerified email at sabanciuniv.edu
Peter DesainProfessor of artificial intelligence, Radboud University NijmegenVerified email at donders.ru.nl
Evrim AcarSimula Research LabVerified email at simula.no
Cem SubakanMontreal Institute of Learning Algorithms (MILA)Verified email at boun.edu.tr
Dogac BasaranAudio Research Scientist at Audible MagicVerified email at audiblemagic.com

Ali Taylan Cemgil

Researcher, DeepMind UK, Prof. (on leave) from Bogazici University, Istanbul, Turkey

Verified email at boun.edu.tr - Homepage

Bayesian Machine Learning


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Bayesian inference for nonnegative matrix factorisation models AT Cemgil Computational intelligence and neuroscience 2009, 2008	465	2008
Bayesian time series models D Barber, AT Cemgil, S Chiappa Cambridge University Press, 2011	260	2011
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	250	2000
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	178	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	162	2006
Monte Carlo methods for tempo tracking and rhythm quantization AT Cemgil, B Kappen Journal of Artificial Intelligence Research 18, 45-81, 2003	131	2003
Rhythm quantization for transcription AT Cemgil, P Desain, B Kappen Computer Music Journal 24 (2), 60-76, 2000	124	2000
Nonnegative matrix factorizations as probabilistic inference in composite models C Févotte, AT Cemgil 2009 17th European Signal Processing Conference, 1913-1917, 2009	120	2009
Generalised coupled tensor factorisation K Yılmaz, A Cemgil, U Simsekli Advances in neural information processing systems 24, 2151-2159, 2011	112	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	111	2015
Bayesian music transcription AT Cemgil [Sl: sn], 2004	91	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	87	2001
Bayesian Modelling of Temporal Structure in Musical Audio. N Whiteley, AT Cemgil, SJ Godsill ISMIR, 29-34, 2006	74	2006
Graphical models for time-series D Barber, AT Cemgil IEEE Signal Processing Magazine 27 (6), 18-28, 2010	72	2010
Variational and stochastic inference for Bayesian source separation AT Cemgil, C Févotte, SJ Godsill Digital Signal Processing 17 (5), 891-913, 2007	66	2007
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	58	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	58	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	51	2009
Stochastic quasi-newton langevin monte carlo U Simsekli, R Badeau, T Cemgil, G Richard	50	2016
Conjugate gamma Markov random fields for modelling nonstationary sources AT Cemgil, O Dikmen International Conference on Independent Component Analysis and Signal …, 2007	50	2007

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