Ali Taylan Cemgil

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Umut SimsekliINRIA - École Normale SupérieureVerified email at inria.fr
Hilbert Johan KappenRadboud UniversityVerified email at science.ru.nl
Simon GodsillUniversity of CambridgeVerified email at eng.cam.ac.uk
Beyza ErmişAmazon ResearchVerified email at boun.edu.tr
David BarberDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk
Barış KurtBogazici UniversityVerified email at boun.edu.tr
Onur DikmenHalmstad UniversityVerified email at hh.se
Kenan YILMAZVerified email at paloAltoNetworks.com
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseVerified email at irit.fr
Tuomas VirtanenTampere UniversityVerified email at tuni.fi
Sinan YıldırımDr, Sabancı UniversityVerified email at sabanciuniv.edu
Murat SaraclarProfessor of Electrical and Electronic Engineering, Bogazici UniversityVerified email at boun.edu.tr
Cemil DemirVoysVerified email at voys.ai
Lale AkarunProfessor of Computer Engineering, Bogazici UniversityVerified email at boun.edu.tr
Ben KroseProfessor Emeritus, Amsterdam University of Applied Science; Professor, University of AmsterdamVerified email at hva.nl
Evrim AcarSimula Research LabVerified email at simula.no
Nick WhiteleyUniversity of BristolVerified email at bristol.ac.uk
Peter DesainProfessor of artificial intelligence, Radboud University NijmegenVerified email at donders.ru.nl
Pushmeet KohliDeepMindVerified email at google.com
Gaël RichardProfessor, Télécom Paris, Institut polytechnique de ParisVerified email at telecom-paris.fr

Ali Taylan Cemgil

Research Scientist, DeepMind UK

Verified email at google.com - Homepage

Bayesian Machine Learning


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Bayesian inference for nonnegative matrix factorisation models AT Cemgil Computational intelligence and neuroscience 2009, 2008	509	2008
Bayesian time series models D Barber, AT Cemgil, S Chiappa Cambridge University Press, 2011	293	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	262	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	187	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	163	2006
Nonnegative matrix factorizations as probabilistic inference in composite models C Févotte, AT Cemgil 2009 17th European Signal Processing Conference, 1913-1917, 2009	137	2009
Monte Carlo methods for tempo tracking and rhythm quantization AT Cemgil, B Kappen Journal of artificial intelligence research 18, 45-81, 2003	135	2003
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	132	2015
Rhythm quantization for transcription AT Cemgil, P Desain, B Kappen Computer Music Journal 24 (2), 60-76, 2000	131	2000
Generalised coupled tensor factorisation K Yılmaz, A Cemgil, U Simsekli Advances in neural information processing systems 24, 2151-2159, 2011	118	2011
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	101	2001
Bayesian music transcription AT Cemgil [Sl: sn], 2004	94	2004
Bayesian Modelling of Temporal Structure in Musical Audio. N Whiteley, AT Cemgil, SJ Godsill ISMIR, 29-34, 2006	80	2006
Model-based localization and tracking using bluetooth low-energy beacons FS Daniş, AT Cemgil Sensors 17 (11), 2484, 2017	77	2017
Graphical models for time-series D Barber, AT Cemgil IEEE Signal Processing Magazine 27 (6), 18-28, 2010	77	2010
Variational and stochastic inference for Bayesian source separation AT Cemgil, C Févotte, SJ Godsill Digital Signal Processing 17 (5), 891-913, 2007	69	2007
Stochastic quasi-newton langevin monte carlo U Simsekli, R Badeau, T Cemgil, G Richard International Conference on Machine Learning, 642-651, 2016	61	2016
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	60	2009
Contrastive training for improved out-of-distribution detection J Winkens, R Bunel, AG Roy, R Stanforth, V Natarajan, JR Ledsam, ... arXiv preprint arXiv:2007.05566, 2020	59	2020
Generative model based polyphonic music transcription AT Cemgil, B Kappen, D Barber 2003 IEEE Workshop on Applications of Signal Processing to Audio and …, 2003	57	2003

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