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Ali Taylan Cemgil
Ali Taylan Cemgil
Research Scientist, DeepMind UK
Bestätigte E-Mail-Adresse bei google.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Bayesian inference for nonnegative matrix factorisation models
AT Cemgil
Computational intelligence and neuroscience 2009 (1), 785152, 2009
5502009
Bayesian time series models
D Barber, AT Cemgil, S Chiappa
Cambridge University Press, 2011
3992011
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
2662000
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
2472020
A fine-grained analysis on distribution shift
O Wiles, S Gowal, F Stimberg, S Alvise-Rebuffi, I Ktena, K Dvijotham, ...
arXiv preprint arXiv:2110.11328, 2021
2192021
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
2052008
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
1842006
Link prediction in heterogeneous data via generalized coupled tensor factorization
B Ermiş, E Acar, AT Cemgil
Data Mining and Knowledge Discovery 29, 203-236, 2015
1642015
Nonnegative matrix factorizations as probabilistic inference in composite models
C Févotte, AT Cemgil
2009 17th European Signal Processing Conference, 1913-1917, 2009
1572009
Monte Carlo methods for tempo tracking and rhythm quantization
AT Cemgil, B Kappen
Journal of artificial intelligence research 18, 45-81, 2003
1472003
Faster sorting algorithms discovered using deep reinforcement learning
DJ Mankowitz, A Michi, A Zhernov, M Gelmi, M Selvi, C Paduraru, ...
Nature 618 (7964), 257-263, 2023
1422023
Rhythm quantization for transcription
AT Cemgil, P Desain, B Kappen
Computer Music Journal 24 (2), 60-76, 2000
1372000
Importance sampling for model-based reinforcement learning
O Sönmez, AT Cemgil
2012 20th Signal Processing and Communications Applications Conference (SIU …, 2012
1342012
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
1322001
Generalised coupled tensor factorisation
K Yılmaz, A Cemgil, U Simsekli
Advances in neural information processing systems 24, 2011
1272011
Model-based localization and tracking using bluetooth low-energy beacons
FS Daniş, AT Cemgil
Sensors 17 (11), 2484, 2017
1152017
Does your dermatology classifier know what it doesn’t know? detecting the long-tail of unseen conditions
AG Roy, J Ren, S Azizi, A Loh, V Natarajan, B Mustafa, N Pawlowski, ...
Medical Image Analysis 75, 102274, 2022
1122022
Bayesian music transcription
AT Cemgil
[Sl]:[Sn], 2004
1032004
Bayesian Modelling of Temporal Structure in Musical Audio.
N Whiteley, AT Cemgil, SJ Godsill
ISMIR, 29-34, 2006
952006
Graphical models for time-series
D Barber, AT Cemgil
IEEE Signal Processing Magazine 27 (6), 18-28, 2010
922010
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