Ali Taylan Cemgil

143 papers A* 5A 2B 3C 1Misc 7Journal 56Unranked 68

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evaluating medical AI systems in dermatology under uncertain ground truth. Medical Image Anal. David Stutz, Ali Taylan Cemgil, Abhijit Guha Roy, Tatiana Matejovicova, Melih Barsbey, Patricia Strachan, Mike Schaekermann, Jan Freyberg, Rajeev Rikhye, Beverly Freeman, Javier Perez Matos, Umesh Telang, Dale R. Webster, Yuan Liu, Gregory S. Corrado, Yossi Matias, Pushmeet Kohli, Yun Liu, Arnaud Doucet, Alan Karthikesalingam
2024	A*	`conf`	Evaluating Model Bias Requires Characterizing its Mistakes. ICML Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Ali Taylan Cemgil, Sven Gowal, Olivia Wiles
2024	J	`jnl`	Mitigating LLM Hallucinations via Conformal Abstention. CoRR Yasin Abbasi-Yadkori, Ilja Kuzborskij, David Stutz, András György, Adam Fisch, Arnaud Doucet, Iuliya Beloshapka, Wei-Hung Weng, Yao-Yuan Yang, Csaba Szepesvári, Ali Taylan Cemgil, Nenad Tomasev
2024	J	`jnl`	Source separation and classification using generative adversarial networks and weak class supervision. Digit. Signal Process. Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2023	J	`jnl`	Conformal prediction under ambiguous ground truth. CoRR David Stutz, Abhijit Guha Roy, Tatiana Matejovicova, Patricia Strachan, Ali Taylan Cemgil, Arnaud Doucet
2023	J	`jnl`	Conformal prediction under ambiguous ground truth. Trans. Mach. Learn. Res. David Stutz, Abhijit Guha Roy, Tatiana Matejovicova, Patricia Strachan, Ali Taylan Cemgil, Arnaud Doucet
2023	J	`jnl`	Evaluating AI systems under uncertain ground truth: a case study in dermatology. CoRR David Stutz, Ali Taylan Cemgil, Abhijit Guha Roy, Tatiana Matejovicova, Melih Barsbey, Patricia Strachan, Mike Schaekermann, Jan Freyberg, Rajeev V. Rikhye, Beverly Freeman, Javier Perez Matos, Umesh Telang, Dale R. Webster, Yuan Liu, Gregory S. Corrado, Yossi Matias, Pushmeet Kohli, Yun Liu, Arnaud Doucet, Alan Karthikesalingam
2023	J	`jnl`	Modeling Hierarchical Seasonality Through Low-Rank Tensor Decompositions in Time Series Analysis. IEEE Access Melih Barsbey, Ali Taylan Cemgil
2023	A*	`conf`	Transformers Meet Directed Graphs. ICML Simon Geisler, Yujia Li, Daniel J. Mankowitz, Ali Taylan Cemgil, Stephan Günnemann, Cosmin Paduraru
2023	J	`jnl`	Transformers Meet Directed Graphs. CoRR Simon Geisler, Yujia Li, Daniel J. Mankowitz, Ali Taylan Cemgil, Stephan Günnemann, Cosmin Paduraru
2022	A*	`conf`	A Fine-Grained Analysis on Distribution Shift. ICLR Olivia Wiles, Sven Gowal, Florian Stimberg, Sylvestre-Alvise Rebuffi, Ira Ktena, Krishnamurthy Dvijotham, Ali Taylan Cemgil
2022	J	`jnl`	Dirichlet-Luce choice model for learning from interactions. User Model. User Adapt. Interact. Gökhan Çapan, Ilker Gündogdu, Ali Caner Türkmen, Ali Taylan Cemgil
2022	A*	`conf`	Learning Optimal Conformal Classifiers. ICLR David Stutz, Krishnamurthy Dvijotham, Ali Taylan Cemgil, Arnaud Doucet
2021	J	`jnl`	Learning Optimal Conformal Classifiers. CoRR David Stutz, Krishnamurthy Dvijotham, Ali Taylan Cemgil, Arnaud Doucet
2020	J	`jnl`	Clustering Event Streams With Low Rank Hawkes Processes. IEEE Signal Process. Lett. Ali Caner Türkmen, Gökhan Çapan, Ali Taylan Cemgil
2020	J	`jnl`	Intermittent Demand Forecasting with Renewal Processes. CoRR Ali Caner Türkmen, Tim Januschowski, Yuyang Wang, Ali Taylan Cemgil
2020	—	`conf`	Joint Source Separation and Classification Using Variational Autoencoders. SIU Çaglar Hizli, Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2020	J	`jnl`	Towards Fair Personalization by Avoiding Feedback Loops. CoRR Gökhan Çapan, Özge Bozal, Ilker Gündogdu, Ali Taylan Cemgil
2019	J	`jnl`	A Bayesian Choice Model for Eliminating Feedback Loops. CoRR Gökhan Çapan, Ilker Gündogdu, Ali Caner Türkmen, Cagri Sofuoglu, Ali Taylan Cemgil
2019	J	`jnl`	Audio Source Separation Using Variational Autoencoders and Weak Class Supervision. IEEE Signal Process. Lett. Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2019	J	`jnl`	Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns. CoRR Ali Taylan Cemgil, Mehmet Burak Kurutmaz, Sinan Yildirim, Melih Barsbey, Umut Simsekli
2019	J	`jnl`	Discriminative tensor decomposition with large margin. Digit. Signal Process. Murat Semerci, Ali Taylan Cemgil, Bülent Sankur
2019	J	`jnl`	Estimating Network Flow Length Distributions via Bayesian Nonnegative Tensor Factorization. Wirel. Commun. Mob. Comput. Baris Kurt, Ali Taylan Cemgil, Günes Karabulut-Kurt, Engin Zeydan
2019	—	`conf`	Radio map estimation with neural networks and active learning for indoor localization. IPIN (Short Papers/Work-in-Progress Papers) Sila Guler, F. Serhan Danis, Ali Taylan Cemgil
2019	—	`conf`	Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders. SIU Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2018	J	`jnl`	A Bayesian change point model for detecting SIP-based DDoS attacks. Digit. Signal Process. Baris Kurt, Çagatay Yildiz, Taha Yusuf Ceritli, Bülent Sankur, Ali Taylan Cemgil
2018	J	`jnl`	A real-time SIP network simulation and monitoring system. SoftwareX Çagatay Yildiz, Baris Kurt, Taha Yusuf Ceritli, Bülent Sankur, Ali Taylan Cemgil
2018	J	`jnl`	An intelligent cyber security system against DDoS attacks in SIP networks. Comput. Networks Murat Semerci, Ali Taylan Cemgil, Bülent Sankur
2018	—	`conf`	Approaches for reducing the computational budget of the metropolis hastings algorithm. SIU Bugrahan Sahin, Ali Taylan Cemgil
2018	J	`jnl`	Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration. IEEE Signal Process. Lett. Thanh Huy Nguyen, Umut Simsekli, Gaël Richard, Ali Taylan Cemgil
2018	—	`conf`	Large scale ad click prediction system. SIU Irem Islek, Ertug Karamatli, Ali Taylan Cemgil
2018	J	`jnl`	Multiresolution alignment for multiple unsynchronized audio sequences using Sequential Monte Carlo samplers. SoftwareX Dogac Basaran, Ali Taylan Cemgil, Emin Anarim
2018	J	`jnl`	Multiresolution alignment for multiple unsynchronized audio sequences using sequential Monte Carlo samplers. Digit. Signal Process. Dogac Basaran, Ali Taylan Cemgil, Emin Anarim
2018	—	`conf`	Semi-Supervised Psychometric Scoring of Document Collections. ICDM Workshops Burak Suyunu, Gonul Ayci, Mine Ögretir, Ali Taylan Cemgil, Suzan Uskudarli, Hamza Zeytinoglu, Bülent Özel, Arman Boyaci
2018	—	`conf`	Sum Conditioned Poisson Factorization. LVA/ICA Gökhan Çapan, Semih Akbayrak, Taha Yusuf Ceritli, Ali Taylan Cemgil
2018	—	`conf`	Testing for Self-excitation in Financial Events: A Bayesian Approach. MIDAS/PAP@PKDD/ECML Ali Caner Türkmen, Ali Taylan Cemgil
2018	J	`jnl`	Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders. CoRR Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
2017	—	`conf`	Change-point detection via switching Kalman filters. SIU Cagri Sofuoglu, Ali Taylan Cemgil
2017	—	`conf`	Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems. SIU Mine Ögretir, Ali Taylan Cemgil
2017	—	`conf`	Deficiency aware subpattern assignment. SIU Kemal Oksuz, Ali Taylan Cemgil
2017	J	`jnl`	Differentially Private Dropout. CoRR Beyza Ermis, Ali Taylan Cemgil
2017	J	`jnl`	Differentially Private Variational Dropout. CoRR Beyza Ermis, Ali Taylan Cemgil
2017	—	`conf`	Distributed particle filtering under real-time constraints. EUSIPCO Alper Kamil Bozkurt, Ali Taylan Cemgil
2017	—	`conf`	Malicious users discrimination in organizec attacks using structured sparsity. EUSIPCO Mehmet Yamaç, Bülent Sankur, Ali Taylan Cemgil
2017	J	`jnl`	Model-Based Localization and Tracking Using Bluetooth Low-Energy Beacons. Sensors F. Serhan Danis, Ali Taylan Cemgil
2016	B	`conf`	A Network Monitoring System for High Speed Network Traffic. SECON Baris Kurt, Engin Zeydan, Utku Yabas, Ilyas Alper Karatepe, Gunes Karabulut-Kurt, Ali Taylan Cemgil
2016	Misc	`conf`	A generalized Bayesian model for tracking long metrical cycles in acoustic music signals. ICASSP Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra
2016	—	`conf`	A probabilistic SIP network simulation system. SIU Baris Kurt, Çagatay Yildiz, Taha Yusuf Ceritli, Mehmet Yamac, Murat Semerci, Bülent Sankur, Ali Taylan Cemgil
2016	—	`conf`	Attack detection in VOIP networks using Bayesian multiple change-point models. SIU Çagatay Yildiz, Taha Yusuf Ceritli, Baris Kurt, Bülent Sankur, Ali Taylan Cemgil
2016	J	`jnl`	CLUSTERnGO: a user-defined modelling platform for two-stage clustering of time-series data. Bioinform. Isik Baris Fidaner, Ayca Cankorur-Cetinkaya, Duygu Dikicioglu, Betül Kirdar, Ali Taylan Cemgil, Stephen G. Oliver
2016	—	`conf`	Detection of (D)DOS attacks based on online change point analysis. SIU Murat Semerci, Mehmet Yamac, Ali Taylan Cemgil, Bülent Sankur, Derya Selin Cosar
2016	J	`jnl`	Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother. Biomed. Signal Process. Control. Serdar Aslan, Ali Taylan Cemgil, Murat Samil Aslan, Behcet Ugur Töreyin, Ata Akin
2016	—	`conf`	Model based multiple musical sequence alignment using tempo extraction as preprocessing. SIU Dogac Basaran, Ali Taylan Cemgil, Emin Anarim
2016	Misc	`conf`	Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. ICASSP Umut Simsekli, Roland Badeau, Gaël Richard, Ali Taylan Cemgil
2016	—	`conf`	Text classification with coupled matrix factorization. SIU Ali Caner Türkmen, Ali Taylan Cemgil
2016	—	`conf`	The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates. SIU Kemal Oksuz, Ali Taylan Cemgil
2015	J	`jnl`	A Probabilistic Model-Based Approach for Aligning Multiple Audio Sequences. IEEE ACM Trans. Audio Speech Lang. Process. Dogac Basaran, Ali Taylan Cemgil, Emin Anarim
2015	J	`jnl`	Alpha-Stable Matrix Factorization. IEEE Signal Process. Lett. Umut Simsekli, Antoine Liutkus, Ali Taylan Cemgil
2015	—	`conf`	An application of deep learning for trade signal prediction in financial markets. SIU Ali Caner Türkmen, Ali Taylan Cemgil
2015	J	`jnl`	HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems. CoRR Umut Simsekli, Hazal Koptagel, Figen Öztoprak, S. Ilker Birbil, Ali Taylan Cemgil
2015	J	`jnl`	Inferring Metrical Structure in Music Using Particle Filters. IEEE ACM Trans. Audio Speech Lang. Process. Florian Krebs, Andre Holzapfel, Ali Taylan Cemgil, Gerhard Widmer
2015	Misc	`conf`	Learning mixed divergences in coupled matrix and tensor factorization models. ICASSP Umut Simsekli, Ali Taylan Cemgil, Beyza Ermis
2015	J	`jnl`	Link prediction in heterogeneous data via generalized coupled tensor factorization. Data Min. Knowl. Discov. Beyza Ermis, Evrim Acar, Ali Taylan Cemgil
2015	J	`jnl`	Non-negative tensor factorization models for Bayesian audio processing. Digit. Signal Process. Umut Simsekli, Tuomas Virtanen, Ali Taylan Cemgil
2015	—	`conf`	Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks. ISMIR Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra
2015	Misc	`conf`	Section-level modeling of musical audio for linking performances to scores in Turkish makam music. ICASSP Andre Holzapfel, Umut Simsekli, Sertan Sentürk, Ali Taylan Cemgil
2014	J	`jnl`	A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction. CoRR Beyza Ermis, Ali Taylan Cemgil
2014	J	`jnl`	Bayesian Model Comparison With the g-Prior. IEEE Trans. Signal Process. Jesper Kjær Nielsen, Mads Græsbøll Christensen, Ali Taylan Cemgil, Søren Holdt Jensen
2014	J	`jnl`	Clustering Words by Projection Entropy. CoRR Isik Baris Fidaner, Ali Taylan Cemgil
2014	—	`conf`	Liver CT Annotation via Generalized Coupled Tensor Factorization. CLEF (Working Notes) Beyza Ermis, Ali Taylan Cemgil, Neda Barzegar Marvasti, Burak Acar
2014	—	`conf`	Political interest and tendency prediction from microblog data. SIU Ali Caner Türkmen, Ali Taylan Cemgil
2014	—	`conf`	Query ranking strategies in probabilistic expert systems. SIU Hidir Yuzuguzel, Ali Taylan Cemgil, Emin Anarim
2014	—	`conf`	Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models. SSP Onur Dikmen, Ali Taylan Cemgil
2014	—	`conf`	Tempo tracking by using a parallel particle filter on the GPU. SIU Ertug Karamatli, Ali Taylan Cemgil
2014	J	`jnl`	Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence. CoRR Beyza Ermis, Yusuf Kenan Yilmaz, Ali Taylan Cemgil, Evrim Acar
2013	—	`conf`	A factorization based recommender system for online services. SIU Umut Simsekli, Tolga Birdal, Emre Koc, Ali Taylan Cemgil
2013	—	`conf`	Generalized coupled symmetric tensor factorization for link prediction. SIU Beyza Ermis, Ali Taylan Cemgil, Evrim Acar
2013	—	`conf`	ID for data with multiple clusters. SIU Ismail Ari, Ali Taylan Cemgil, Lale Akarun
2013	—	`conf`	Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models. ICML (3) Umut Simsekli, Ali Taylan Cemgil, Yusuf Kenan Yilmaz
2013	—	`conf`	Low rank matrix completion via random sampling. SIU Hakan Guldas, Ali Taylan Cemgil
2013	—	`conf`	Model based audio sequence alignment based on deterministic similarity methods. SIU Dogac Basaran, Ali Taylan Cemgil, Emin Anarim
2013	—	`conf`	Optimal contraction order of multiple tensors. SIU Can Kavaklioglu, Ali Taylan Cemgil
2013	—	`conf`	Sequential Monte Carlo samplers for model-based reinforcement learning. SIU Orhan Sonmez, Ali Taylan Cemgil
2013	J	`jnl`	Single-Channel Speech-Music Separation for Robust ASR With Mixture Models. IEEE Trans. Speech Audio Process. Cemil Demir, Murat Saraclar, Ali Taylan Cemgil
2013	—	`conf`	Spectral learning of mixtures of Hidden Markov Models. SIU Yusuf Cem Sübakan, Oya Çeliktutan, Ali Taylan Cemgil, Bülent Sankur
2013	—	`conf`	Summary Statistics for Partitionings and Feature Allocations. NIPS Isik Baris Fidaner, Ali Taylan Cemgil
2013	J	`jnl`	Summary Statistics for Partitionings and Feature Allocations. CoRR Isik Baris Fidaner, Ali Taylan Cemgil
2012	—	`conf`	Catalog-based single-channel speech-music separation for automatic speech recognition. SIU Cemil Demir, Mehmet Ugur Dogan, Ali Taylan Cemgil, Murat Saraclar
2012	J	`jnl`	Combined perception and control for timing in robotic music performances. EURASIP J. Audio Speech Music. Process. Umut Simsekli, Orhan Sonmez, Baris Kurt, Ali Taylan Cemgil
2012	—	`conf`	Coupled tensor factorization models for polyphonic music transcription. SIU Umut Simsekli, Yusuf Kenan Yilmaz, Ali Taylan Cemgil
2012	A	`conf`	Effect of speech priors in single-channel speech-music separation for ASR. INTERSPEECH Cemil Demir, Ali Taylan Cemgil, Murat Saraçlar
2012	—	`conf`	Importance sampling for model-based reinforcement learning. SIU Orhan Sonmez, Ali Taylan Cemgil
2012	—	`conf`	Infinite mixture of piecewise linear sequences. SIU Isik Baris Fidaner, Ali Taylan Cemgil
2012	—	`conf`	Large scale polyphonic music transcription using randomized matrix decompositions. EUSIPCO Ismail An, Umut Simsekli, Ali Taylan Cemgil, Lale Akarun
2012	—	`conf`	Multiple change point analysis in random graph series. SIU Turkan Hamzaoglu, Baris Kurt, Ali Taylan Cemgil
2012	—	`conf`	Parallel generalized tensor multiplication. SIU Can Kavaklioglu, Ali Taylan Cemgil
2012	—	`conf`	SVD-based polyphonic music transcription. SIU Ismail Ari, Umut Simsekli, Ali Taylan Cemgil, Lale Akarun
2012	Misc	`conf`	Score guided audio restoration via generalised coupled tensor factorisation. ICASSP Umut Simsekli, Yusuf Kenan Yilmaz, Ali Taylan Cemgil
2011	J	`jnl`	Annealed SMC Samplers for Nonparametric Bayesian Mixture Models. IEEE Signal Process. Lett. Yener Ülker, Bilge Günsel, Ali Taylan Cemgil
2011	J	`jnl`	Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model. IEEE Trans. Speech Audio Process. Jesper Kjær Nielsen, Mads Græsbøll Christensen, Ali Taylan Cemgil, Simon J. Godsill, Søren Holdt Jensen
2011	—	`conf`	Catalog-based single-channel speech-music separation for automatic speech recognition. EUSIPCO Cemil Demir, Ali Taylan Cemgil, Murat Saraclar
2011	—	`conf`	DTW Based Clustering to Improve Hand Gesture Recognition. HBU Cem Keskin, Ali Taylan Cemgil, Lale Akarun
2011	C	`conf`	Gain estimation approaches in catalog-based single-channel speech-music separation. ASRU Cemil Demir, Ali Taylan Cemgil, Murat Saraclar
2011	—	`conf`	Generalised Coupled Tensor Factorisation. NIPS Yusuf Kenan Yilmaz, Ali Taylan Cemgil, Umut Simsekli
2011	J	`jnl`	Monte Carlo Methods for Tempo Tracking and Rhythm Quantization CoRR Ali Taylan Cemgil, Bert Kappen
2011	—	`conf`	Probabilistic latent tensor factorization framework for audio modeling. WASPAA Ali Taylan Cemgil, Umut Simsekli, Yusuf Cem Sübakan
2011	J	`jnl`	Real-Time Recognition of Percussive Sounds by a Model-Based Method. EURASIP J. Adv. Signal Process. Umut Simsekli, Antti Jylhä, Cumhur Erkut, Ali Taylan Cemgil
2010	J	`jnl`	A Bayesian Deconvolution Approach for Receiver Function Analysis. IEEE Trans. Geosci. Remote. Sens. Sinan Yildirim, Ali Taylan Cemgil, Mustafa Aktar, Yaman Ozakin, Aysin Ertüzün
2010	B	`conf`	Annealed SMC Samplers for Dirichlet Process Mixture Models. ICPR Yener Ülker, Bilge Günsel, Ali Taylan Cemgil
2010	B	`conf`	Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models. ICPR Serap Kirbiz, Ali Taylan Cemgil, Bilge Günsel
2010	—	`conf`	Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment. EUSIPCO Jesper Kjær Nielsen, Mads Græsbøll Christensen, Ali Taylan Cemgil, Simon J. Godsill, Søren Holdt Jensen
2010	J	`jnl`	Gamma Markov Random Fields for Audio Source Modeling. IEEE Trans. Speech Audio Process. Onur Dikmen, Ali Taylan Cemgil
2010	J	`jnl`	Generative Spectrogram Factorization Models for Polyphonic Piano Transcription. IEEE Trans. Speech Audio Process. Paul H. Peeling, Ali Taylan Cemgil, Simon J. Godsill
2010	A	`conf`	Sequential Monte Carlo Samplers for Dirichlet Process Mixtures. AISTATS Yener Ülker, Bilge Günsel, Ali Taylan Cemgil
2009	Misc	`conf`	A hybrid method for deconvolution of Bernoulli-Gaussian processes. ICASSP Sinan Yildirim, Ali Taylan Cemgil, Aysin Ertüzün
2009	J	`jnl`	Approximate Bayesian methods for kernel-based object tracking. Comput. Vis. Image Underst. Zoran Zivkovic, Ali Taylan Cemgil, Ben J. A. Kröse
2009	J	`jnl`	Bayesian Inference for Nonnegative Matrix Factorisation Models. Comput. Intell. Neurosci. Ali Taylan Cemgil
2009	—	`conf`	Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation. ICA Tuomas Virtanen, Ali Taylan Cemgil
2009	—	`conf`	Nonnegative matrix factorizations as probabilistic inference in composite models. EUSIPCO Cédric Févotte, Ali Taylan Cemgil
2009	—	`conf`	Unsupervised single-channel source separation using bayesian NMF. WASPAA Onur Dikmen, Ali Taylan Cemgil
2008	Misc	`conf`	Bayesian extensions to non-negative matrix factorisation for audio signal modelling. ICASSP Tuomas Virtanen, Ali Taylan Cemgil, Simon J. Godsill
2007	—	`conf`	A Probabilistic Framework for Matching Music Representations. ISMIR Paul H. Peeling, Ali Taylan Cemgil, Simon J. Godsill
2007	—	`conf`	Bayesian computational methods for sparse audio and music processing. EUSIPCO Simon J. Godsill, Ali Taylan Cemgil, Cédric Févotte, Patrick J. Wolfe
2007	A*	`conf`	Bayesian methods for multimedia signal processing. ACM Multimedia Ali Taylan Cemgil
2007	—	`conf`	Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources. ICA Ali Taylan Cemgil, Onur Dikmen
2007	J	`jnl`	Variational and stochastic inference for Bayesian source separation. Digit. Signal Process. Ali Taylan Cemgil, Cédric Févotte, Simon J. Godsill
2006	J	`jnl`	A generative model for music transcription. IEEE Trans. Speech Audio Process. Ali Taylan Cemgil, Hilbert J. Kappen, David Barber
2006	—	`conf`	Bayesian Modelling of Temporal Structure in Musical Audio. ISMIR Nick Whiteley, Ali Taylan Cemgil, Simon J. Godsill
2006	—	`conf`	Dynamic Bayesian Networks for Visual Surveillance with Distributed Cameras. EuroSSC Wojciech Zajdel, Ali Taylan Cemgil, Ben J. A. Kröse
2005	—	`conf`	A Hybrid Graphical Model for Robust Feature Extraction from Video. BNAIC Ali Taylan Cemgil, Wojciech Zajdel, Ben J. A. Kröse
2005	—	`conf`	A Hybrid Graphical Model for Robust Feature Extraction from Video. CVPR (1) Ali Taylan Cemgil, Wojciech Zajdel, Ben J. A. Kröse
2005	—	`conf`	Blind separation of sparse sources using variational EM. EUSIPCO Ali Taylan Cemgil, Cédric Févotte, Simon J. Godsill
2005	—	`conf`	Probabilistic phase vocoder and its application to interpolation of missing values in audio signals. EUSIPCO Ali Taylan Cemgil, Simon J. Godsill
2004	—	`—`	Bayesian Music Transcription. Ali Taylan Cemgil
2004	—	`conf`	Online Multicamera Tracking with a Switching State-Space Model. ICPR (4) Wojciech Zajdel, Ali Taylan Cemgil, Ben J. A. Kröse
2004	—	`conf`	Polyphonic Pitch Identification and Bayesian Inference. ICMC Ali Taylan Cemgil
2004	—	`conf`	Tracking Humans. IFIP Congress Topical Sessions Ben J. A. Kröse, Ali Taylan Cemgil, Wojciech Zajdel, Zoran Zivkovic
2003	J	`jnl`	Monte Carlo Methods for Tempo Tracking and Rhythm Quantization. J. Artif. Intell. Res. Ali Taylan Cemgil, Bert Kappen
2002	—	`conf`	Integrating Tempo Tracking and Quantization using Particle Filtering. ICMC Ali Taylan Cemgil, Bert Kappen
2001	—	`conf`	Bayesian Real-time Adaptation for Interactive Performance Systems. ICMC Ali Taylan Cemgil, Bert Kappen
2001	—	`conf`	Tempo tracking and rhythm quantization by sequential Monte Carlo. NIPS Ali Taylan Cemgil, Bert Kappen
2000	—	`conf`	On tempo tracking: Tempogram Representation and Kalman filtering. ICMC Ali Taylan Cemgil, Bert Kappen, Peter Desain, Henkjan Honing
2000	J	`jnl`	Rhythm Quantization for Transcription. Comput. Music. J. Ali Taylan Cemgil, Peter Desain, Bert Kappen