A. Taylan Cemgil
Orcid: 0000000344638455Affiliations:
 Bogaziçi University, Department of Computer Engineering
According to our database^{1},
A. Taylan Cemgil
authored at least 186 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:

on scopus.com

on orcid.org

on dnb.info
On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
Perform. Evaluation, November, 2023
Trans. Mach. Learn. Res., 2023
Nat., 2023
CoRR, 2023
Generative models improve fairness of medical classifiers under distribution shifts.
CoRR, 2023
CoRR, 2023
Modeling Hierarchical Seasonality Through LowRank Tensor Decompositions in Time Series Analysis.
IEEE Access, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
User Model. User Adapt. Interact., 2022
An indoor localization dataset and data collection framework with high precision position annotation.
Pervasive Mob. Comput., 2022
Does your dermatology classifier know what it doesn't know? Detecting the longtail of unseen conditions.
Medical Image Anal., 2022
Proceedings of the 30th International Symposium on Modeling, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the ThirtySixth AAAI Conference on Artificial Intelligence, 2022
2021
Bayesian Allocation Model: Marginal LikelihoodBased Model Selection for Count Tensors.
IEEE J. Sel. Top. Signal Process., 2021
Adaptive Sequential Monte Carlo Filter for Indoor Positioning and Tracking With Bluetooth Low Energy Beacons.
IEEE Access, 2021
Unbiased gradient estimation for variational autoencoders using coupled Markov chains.
Proceedings of the ThirtySeventh Conference on Uncertainty in Artificial Intelligence, 2021
2020
ACM Trans. Knowl. Discov. Data, 2020
IEEE Signal Process. Lett., 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Estimating Network Flow Length Distributions via Bayesian Nonnegative Tensor Factorization.
Wirel. Commun. Mob. Comput., 2019
Audio Source Separation Using Variational Autoencoders and Weak Class Supervision.
IEEE Signal Process. Lett., 2019
Digit. Signal Process., 2019
CoRR, 2019
Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns.
CoRR, 2019
A framework for parallel second order incremental optimization algorithms for solving partially separable problems.
Comput. Optim. Appl., 2019
Comparison of Deep Generative Models for the Generation of Handwritten Character Images.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Weak Label Supervision for Monaural Source Separation Using Nonnegative Denoising Variational Autoencoders.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Active Learning with Bayesian Nonnegative Matrix Factorization for Recommender Systems.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Radio map estimation with neural networks and active learning for indoor localization.
Proceedings of the Short Paper Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation  WorkinProgress Papers (IPINWiP 2019) colocated with the Tenth International Conference on Indoor Positioning and Indoor Navigation (IPIN 2019), Pisa, Italy, September 30th, 2019
2018
Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration.
IEEE Signal Process. Lett., 2018
SoftwareX, 2018
Digit. Signal Process., 2018
Multiresolution alignment for multiple unsynchronized audio sequences using sequential Monte Carlo samplers.
Digit. Signal Process., 2018
Comput. Networks, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Approaches for reducing the computational budget of the metropolis hastings algorithm.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the ECML PKDD 2018 Workshops, 2018
EndoSensorFusion: Particle FilteringBased MultiSensory Data Fusion with Switching StateSpace Model for Endoscopic Capsule Robots.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
2017
Sensors, 2017
CoRR, 2017
CoRR, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Outlier detection on power consumption via nonnegative tensor factorization models.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for nonnegative matrix factorization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother.
Biomed. Signal Process. Control., 2016
CLUSTERnGO: a userdefined modelling platform for twostage clustering of timeseries data.
Bioinform., 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Model based multiple musical sequence alignment using tempo extraction as preprocessing.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
A generalized Bayesian model for tracking long metrical cycles in acoustic music signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
IEEE Signal Process. Lett., 2015
Bayesian changepoint and timevarying parameter learning in regime switching volatility models.
Digit. Signal Process., 2015
Digit. Signal Process., 2015
Digit. Signal Process., 2015
Link prediction in heterogeneous data via generalized coupled tensor factorization.
Data Min. Knowl. Discov., 2015
HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems.
CoRR, 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Sectionlevel modeling of musical audio for linking performances to scores in Turkish makam music.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
2014
IEEE Trans. Signal Process., 2014
Digit. Signal Process., 2014
An Online ExpectationMaximisation Algorithm for Nonnegative Matrix Factorisation Models.
CoRR, 2014
CoRR, 2014
Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence.
CoRR, 2014
A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction.
CoRR, 2014
Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Analysis of effect of singlechannel speechmusic separation using NMF to automatic speech recognition.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
2013
IEEE Trans. Speech Audio Process., 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Learning the betaDivergence in Tweedie Compound Poisson Matrix Factorization Models.
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Signal Process., 2012
EURASIP J. Audio Speech Music. Process., 2012
CoRR, 2012
CoRR, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Catalogbased singlechannel speechmusic separation for automatic speech recognition.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Network management without payload inspection: Application classification via statistical analysis of bulk flow data.
Proceedings of the 2012 Future Network & Mobile Summit, Berlin, Germany, July 46, 2012, 2012
Score guided musical source separation using Generalized Coupled Tensor Factorization.
Proceedings of the 20th European Signal Processing Conference, 2012
Catalogbased singlechannel speechmusic separation with the ItakuraSaito divergence.
Proceedings of the 20th European Signal Processing Conference, 2012
Large scale polyphonic music transcription using randomized matrix decompositions.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
IEEE Trans. Speech Audio Process., 2011
IEEE Signal Process. Lett., 2011
EURASIP J. Adv. Signal Process., 2011
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
SemiSupervised SingleChannel SpeechMusic Separation for Automatic Speech Recognition.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the Human Behavior Unterstanding  Second International Workshop, 2011
Catalogbased singlechannel speechmusic separation for automatic speech recognition.
Proceedings of the 19th European Signal Processing Conference, 2011
Gain estimation approaches in catalogbased singlechannel speechmusic separation.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Speech Audio Process., 2010
IEEE Trans. Speech Audio Process., 2010
IEEE Signal Process. Mag., 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Bayesian interpolation in a dynamic sinusoidal model with application to packetloss concealment.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Comput. Vis. Image Underst., 2009
Comput. Intell. Neurosci., 2009
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
Mixtures of Gamma Priors for Nonnegative Matrix Factorization Based Speech Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008
Bayesian extensions to nonnegative matrix factorisation for audio signal modelling.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Digit. Signal Process., 2007
Proceedings of the 15th International Conference on Multimedia 2007, 2007
Proceedings of the 8th International Conference on Music Information Retrieval, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Speech Audio Process., 2006
Bayesian Modelling of Temporal Structure in Musical Audio.
Proceedings of the ISMIR 2006, 2006
Proceedings of the Smart Sensing and Context, First European Conference, EuroSSC 2006, 2006
2005
Probabilistic phase vocoder and its application to interpolation of missing values in audio signals.
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
Proceedings of the Building the Information Society, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 2004 International Computer Music Conference, 2004
2003
J. Artif. Intell. Res., 2003
2002
Proceedings of the 2002 International Computer Music Conference, 2002
2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the 2001 International Computer Music Conference, 2001
2000
Comput. Music. J., 2000
Proceedings of the 2000 International Computer Music Conference, 2000