Ali Taylan Cemgil - Concepedia

Author

Ali Taylan Cemgil

Also Known As

A. Cemgil, A. T. Cemgil, A. Taylan Cemgil, A. Taylan Cemgİl, A.T. Cemgil, A.Taylan Cemgil, AT CEMGIL, Ali Taylan Cemgil, Ali-Taylan Cemgil, Ali-Taylan T. Cemgil

280

Publications

3.8K

Citations

H-Index

159

Concepts

All Affiliations

Boğaziçi University University of Cambridge Google (United States)Google DeepMind (United Kingdom)Radboud University Nijmegen

About

Ali Taylan Cemgil is an author at Boğaziçi University specializing in engineering, data science, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	21	52	2.1K
2	Health Sciences	8	8	378
3	Arts	5	5	320
4	Business	1	1	27
5	Management	1	1	20

Ali Taylan Cemgil

Publications

3.1K

Citations

H-Index

Page 1

	Year	Citations
Bayesian Inference for Nonnegative Matrix Factorisation Models Ali Taylan Cemgil Computational Intelligence and Neuroscience Image ReconstructionLow-rank ApproximationEngineeringMachine LearningData Science	2009	338
On tempo tracking: Tempogram Representation and Kalman filtering Ali Taylan Cemgil, Bert Kappen, Peter Desain, Journal of New Music Research State EstimationMusicComputational MusicologyDanceEngineering	2000	176
Faster sorting algorithms discovered using deep reinforcement learning Daniel J. Mankowitz, Andrea Michi, Anton Zhernov, Nature	2023	144
Link prediction in heterogeneous data via generalized coupled tensor factorization Beyza Ermiş, Evrim Acar, Ali Taylan Cemgil Data Mining and Knowledge Discovery EngineeringMachine LearningData ScienceData MiningMatrix Factorization	2013	142
A generative model for music transcription Ali Taylan Cemgil, Hilbert J. Kappen, David Barber IEEE Transactions on Audio Speech and Language Processing MusicComputational MusicologyEngineeringMusic GenerationData Science	2006	129
Bayesian extensions to non-negative matrix factorisation for audio signal modelling Tuomas Virtanen, Ali Taylan Cemgil, Simon Godsill Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing MusicSource SeparationEngineeringAcoustic ModelingSpeech Recognition	2008	126
Monte Carlo Methods for Tempo Tracking and Rhythm Quantization Ali Taylan Cemgil, Bert Kappen Journal of Artificial Intelligence Research MusicComputational MusicologyEngineeringMachine LearningMarkov Chain Monte Carlo	2003	97
Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers Tonguç Sülün, Ali Taylan Cemgil, Jean-Marc Pho Duc, Oral Surgery Oral Medicine Oral Pathology Oral Radiology and Endodontology Skull BaseGross AnatomyArticular EminenceMedicineMandibular Fossa	2001	96
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians Krishnamurthy Dvijotham, Jim Winkens, Melih Barsbey, Nature Medicine Artificial IntelligenceAi-enabled DiagnosisEngineeringIntelligent DiagnosticsMedical Expert System	2023	96
Generative models improve fairness of medical classifiers under distribution shifts Sofia Ira Ktena, Olivia Wiles, Isabela Maria Carneiro Albuquerque, Nature Medicine	2024	96

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