Ali Taylan Cemgil

发表

A Bayesian Deconvolution Approach for Receiver Function Analysis

Sinan Yildirim, Ali Taylan Cemgil, Mustafa Aktar, 2010, IEEE Transactions on Geoscience and Remote Sensing.

An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models pdf

Sinan Yildirim, Ali Taylan Cemgil, Sumeetpal S. Singh, 2014, ArXiv.

Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders

Ali Taylan Cemgil, Ertug Karamatli, Serap Kirbiz, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation

Ali Taylan Cemgil, Tuomas Virtanen, 2009, ICA.

Integrating Tempo Tracking and Quantization using Particle Filtering

Ali Taylan Cemgil, Hilbert J. Kappen, H. Kappen, 2002, ICMC.

Section-level modeling of musical audio for linking performances to scores in Turkish makam music

Ali Taylan Cemgil, Sertan Sentürk, Andre Holzapfel, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sequential Inference of Rhythmic Structure in Musical Audio

Simon J. Godsill, Nick Whiteley, Ali Taylan Cemgil, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Model based audio sequence alignment

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU).

Monte Carlo Methods for Tempo Tracking and Rhythm Quantization pdf

Ali Taylan Cemgil, Hilbert J. Kappen, H. Kappen, 2011, J. Artif. Intell. Res..

Approximate reasoning: real world applications of graphical models

Ali Taylan Cemgil, Hilbert J. Kappen, Wim Wiegerinck, 2001 .

Sum Conditioned Poisson Factorization

Ali Taylan Cemgil, Taha Yusuf Ceritli, Gökhan Çapan, 2018, LVA/ICA.

Realtime Simultaneous Tempo Tracking and Rhythm Quantization in Music

Ali Taylan Cemgil, Ben Kröse, T.L.M. van Kasteren, 2007 .

Importance sampling for model-based reinforcement learning

Ali Taylan Cemgil, Orhan Sonmez, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

A dynamic belief network implementation for realtime music transcription

Ali Taylan Cemgil, Hilbert J. Kappen, 2001 .

Malicious users discrimination in organizec attacks using structured sparsity

Bülent Sankur, Ali Taylan Cemgil, Mehmet Yamac, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Liver CT Annotation via Generalized Coupled Tensor Factorization

Ali Taylan Cemgil, Neda Barzegar Marvasti, Beyza Ermis, 2014, CLEF.

Inferring Metrical Structure in Music Using Particle Filters

Ali Taylan Cemgil, Florian Krebs, Gerhard Widmer, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment

Simon J. Godsill, Ali Taylan Cemgil, Søren Holdt Jensen, 2010, 2010 18th European Signal Processing Conference.

SVD-based polyphonic music transcription

Lale Akarun, Ali Taylan Cemgil, Umut Simsekli, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Variational and stochastic inference for Bayesian source separation

Simon J. Godsill, Ali Taylan Cemgil, Cédric Févotte, 2007, Digit. Signal Process..

Nonnegative matrix factorizations as probabilistic inference in composite models

Ali Taylan Cemgil, Cédric Févotte, C. Févotte, 2009, 2009 17th European Signal Processing Conference.

Model-Based Localization and Tracking Using Bluetooth Low-Energy Beacons

Ali Taylan Cemgil, F. Serhan Danis, A. Cemgil, 2017, Sensors.

Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models

Ali Taylan Cemgil, Onur Dikmen, 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

Towards Fair Personalization by Avoiding Feedback Loops pdf

Ali Taylan Cemgil, Gökhan Çapan, Özge Bozal, 2020, ArXiv.

Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence pdf

Ali Taylan Cemgil, Beyza Ermis, Evrim Acar, 2014, ArXiv.

Multiresolution alignment for multiple unsynchronized audio sequences using sequential Monte Carlo samplers

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2018, Digit. Signal Process..

Bayesian Real-time Adaptation for Interactive Performance Systems

Ali Taylan Cemgil, Hilbert J. Kappen, H. Kappen, 2001, ICMC.

Annealed SMC Samplers for Nonparametric Bayesian Mixture Models

Ali Taylan Cemgil, Bilge Günsel, Yener Ülker, 2011, IEEE Signal Processing Letters.

Anomaly detection on wind turbines

Ali Taylan Cemgil, Onur Poyraz, M. Burak Kurutmaz, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Model based multiple musical sequence alignment using tempo extraction as preprocessing

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Olasiliksal Uzman Sistemlerde Soru Siralama Stratejileri Query Ranking Strategies in Probabilistic Expert Systems

Ali Taylan Cemgil, 2013 .

Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother

Ali Taylan Cemgil, B. Ugur Töreyin, Ata Akin, 2016, Biomed. Signal Process. Control..

EndoSensorFusion: Particle Filtering-Based Multi-Sensory Data Fusion with Switching State-Space Model for Endoscopic Capsule Robots

Helder Araújo, Ali Taylan Cemgil, Yasin Almalioglu, 2017, 2018 IEEE International Conference on Robotics and Automation (ICRA).

A framework for parallel second order incremental optimization algorithms for solving partially separable problems

Ali Taylan Cemgil, S. Ilker Birbil, Figen Öztoprak, 2019, Comput. Optim. Appl..

Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models

Ali Taylan Cemgil, Serap Kirbiz, Bilge Günsel, 2010, 2010 20th International Conference on Pattern Recognition.

Outlier detection on power consumption via non-negative tensor factorization models

Ali Taylan Cemgil, Ezgi Bingöl, Sait Sener, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Infinite mixture of piecewise linear sequences

Ali Taylan Cemgil, Isik Baris Fidaner, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Link prediction in heterogeneous data via generalized coupled tensor factorization

Ali Taylan Cemgil, Beyza Ermis, Evrim Acar, 2013, Data Mining and Knowledge Discovery.

ID for data with multiple clusters

Lale Akarun, Ali Taylan Cemgil, Ismail Ari, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Approaches for reducing the computational budget of the metropolis hastings algorithm

Ali Taylan Cemgil, Bugrahan Sahin, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Clustering Words by Projection Entropy pdf

Ali Taylan Cemgil, Isik Baris Fidaner, 2014, ArXiv.

Combined perception and control for timing in robotic music performances

Ali Taylan Cemgil, Umut Simsekli, Baris Kurt, 2012, EURASIP Journal on Audio, Speech, and Music Processing.

HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems pdf

Ali Taylan Cemgil, S. Ilker Birbil, Figen Öztoprak, 2015, ArXiv.

Political interest and tendency prediction from microblog data

Ali Taylan Cemgil, Ali Caner Türkmen, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Testing for Self-excitation in Financial Events: A Bayesian Approach

Ali Taylan Cemgil, Ali Caner Türkmen, 2018, MIDAS/PAP@PKDD/ECML.

Distributed particle filtering under real-time constraints

Ali Taylan Cemgil, Alper Kamil Bozkurt, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Alpha/Beta Divergences and Tweedie Models pdf

Ali Taylan Cemgil, Y. K. Yilmaz, Yusuf Kenan Yilmaz, 2012, ArXiv.

Analysis of effect of single-channel speech-music separation using NMF to automatic speech recognition

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Approximate Bayesian methods for kernel-based object tracking

Ben J. A. Kröse, Ali Taylan Cemgil, Zoran Zivkovic, 2009, Comput. Vis. Image Underst..

Online multicamera tracking with a switching state-space model

Ali Taylan Cemgil, Ben Kröse, Wojciech Zajdel, 2004, ICPR 2004.

Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC

Roland Badeau, Ali Taylan Cemgil, Gaël Richard, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A hybrid method for deconvolution of Bernoulli-Gaussian processes

Sinan Yildirim, Ali Taylan Cemgil, Aysin Ertüzün, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Dynamic Bayesian Networks for Visual Surveillance with Distributed Cameras

Ben J. A. Kröse, Ali Taylan Cemgil, Wojciech Zajdel, 2006, EuroSSC.

Probabilistic sequence clustering with spectral learning

Bülent Sankur, Ali Taylan Cemgil, Baris Kurt, 2014, Digit. Signal Process..

Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models

Ali Taylan Cemgil, Y. K. Yilmaz, Umut Simsekli, 2013, ICML.

Bayesian computational methods for sparse audio and music processing

Simon J. Godsill, Ali Taylan Cemgil, Patrick J. Wolfe, 2007, 2007 15th European Signal Processing Conference.

Alpha-Stable Matrix Factorization

Antoine Liutkus, Ali Taylan Cemgil, Umut Simsekli, 2015, IEEE Signal Processing Letters.

SMC samplers for multiresolution audio sequence alignment

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Modeling High-Frequency Price Data with Bounded-Delay Hawkes Processes

Ali Taylan Cemgil, Ali Caner Türkmen, A. Cemgil, 2018 .

Strategies for Sequential Inference in Factorial Switching State Space Models

Ali Taylan Cemgil, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Link Prediction via Generalized Coupled Tensor Factorisation pdf

Ali Taylan Cemgil, Beyza Ermis, Evrim Acar, 2012, ArXiv.

Catalog-based single-channel speech-music separation with the Itakura-Saito divergence

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Large scale polyphonic music transcription using randomized matrix decompositions

Lale Akarun, Ali Taylan Cemgil, Umut Simsekli, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems

Ali Taylan Cemgil, Mine Ögretir, A. Cemgil, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Active selection of elements for Bayesian nonnegative matrix factorization

Ali Taylan Cemgil, Burak Suyunu, Gonul Aya, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Optimal contraction order of multiple tensors

Ali Taylan Cemgil, Can Kavaklioglu, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Score guided audio restoration via generalised coupled tensor factorisation

Ali Taylan Cemgil, Y. K. Yilmaz, Umut Simsekli, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

I ˙ ILEEL HAREKET ˙ I TANIMA EXPLICIT DURATION MODELS FOR ISOLATED HAND GESTURE RECOGNITION

Lale Akarun, Ali Taylan Cemgil, Cem Keskin, 2011 .

Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks

Ajay Srinivasamurthy, Xavier Serra, Ali Taylan Cemgil, 2015, ISMIR.

Large scale ad click prediction system

Ali Taylan Cemgil, Ertug Karamatli, Irem Islek, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Parallel generalized tensor multiplication

Ali Taylan Cemgil, Can Kavaklioglu, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

An application of deep learning for trade signal prediction in financial markets

Ali Taylan Cemgil, Ali Caner Türkmen, A. Cemgil, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

A Bayesian change point model for detecting SIP-based DDoS attacks

Bülent Sankur, Ali Taylan Cemgil, Baris Kurt, 2017, Digit. Signal Process..

Effect of speech priors in single-channel speech-music separation for ASR

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2012, INTERSPEECH.

Detection of (D)DOS attacks based on online change point analysis

Bülent Sankur, Ali Taylan Cemgil, Murat Semerci, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Comparison of Deep Generative Models for the Generation of Handwritten Character Images

Ali Taylan Cemgil, Ömer Kirbiyik, Enis Simsar, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

Audio Source Separation Using Variational Autoencoders and Weak Class Supervision

Ali Taylan Cemgil, Ertuğ Karamatlı, Serap Kırbız, 2019, IEEE Signal Processing Letters.

A Probabilistic Framework for Matching Music Representations

Simon J. Godsill, Ali Taylan Cemgil, Paul H. Peeling, 2007, ISMIR.

Bayesian changepoint and time-varying parameter learning in regime switching volatility models

Ali Taylan Cemgil, Fikret S. Gürgen, Nesrin Okay, 2015, Digit. Signal Process..

Learning mixed divergences in coupled matrix and tensor factorization models

Ali Taylan Cemgil, Beyza Ermis, Umut Simsekli, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources

Ali Taylan Cemgil, Onur Dikmen, A. Cemgil, 2007, ICA.

Bayesian extensions to non-negative matrix factorisation for audio signal modelling

Simon J. Godsill, Ali Taylan Cemgil, Tuomas Virtanen, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Clustering Event Streams With Low Rank Hawkes Processes

Ali Taylan Cemgil, Gökhan Çapan, Ali Caner Türkmen, 2020, IEEE Signal Processing Letters.

Stochastic Quasi-Newton Langevin Monte Carlo

Roland Badeau, Ali Taylan Cemgil, Gaël Richard, 2016, ICML.

Multiple change point analysis in random graph series

Ali Taylan Cemgil, Baris Kurt, Turkan Hamzaoglu, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

A generalized Bayesian model for tracking long metrical cycles in acoustic music signals

Ajay Srinivasamurthy, Xavier Serra, Ali Taylan Cemgil, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Estimating Network Flow Length Distributions via Bayesian Nonnegative Tensor Factorization

Engin Zeydan, Ali Taylan Cemgil, Günes Karabulut-Kurt, 2019, Wirel. Commun. Mob. Comput..

Probabilistic Latent Tensor Factorization

Ali Taylan Cemgil, Y. K. Yilmaz, Yusuf Kenan Yilmaz, 2010, LVA/ICA.

Text classification with coupled matrix factorization

Ali Taylan Cemgil, Ali Caner Türkmen, A. Cemgil, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Catalog-based single-channel speech-music separation

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2010, INTERSPEECH.

Non-negative tensor factorization models for Bayesian audio processing

Ali Taylan Cemgil, Tuomas Virtanen, Umut Simsekli, 2015, Digit. Signal Process..

Tracking Humans

Ben J. A. Kröse, Ali Taylan Cemgil, Zoran Zivkovic, 2004, IFIP Congress Topical Sessions.

Tempo tracking and rhythm quantization by sequential Monte Carlo

Ali Taylan Cemgil, Hilbert J. Kappen, 2001, NIPS.

Online multicamera tracking with a switching state-space model

Ben J. A. Kröse, Ali Taylan Cemgil, Wojciech Zajdel, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Bayesian hierarchical models and inference for musical audio processing

Simon J. Godsill, Ali Taylan Cemgil, Paul H. Peeling, 2008, 2008 3rd International Symposium on Wireless Pervasive Computing.

Network management without payload inspection: Application classification via statistical analysis of bulk flow data

Ali Taylan Cemgil, Muhittin Mungan, Baris Kurt, 2012, 2012 Future Network & Mobile Summit (FutureNetw).

Explicit duration models for isolated hand gesture recognition

Lale Akarun, Ali Taylan Cemgil, Cem Keskin, 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU).

Gamma Markov Random Fields for Audio Source Modeling

Ali Taylan Cemgil, Onur Dikmen, A. Cemgil, 2009, IEEE Transactions on Audio, Speech, and Language Processing.

A Bayesian Choice Model for Eliminating Feedback Loops pdf

Ali Taylan Cemgil, Gökhan Çapan, Ali Caner Türkmen, 2019, ArXiv.

Query ranking strategies in probabilistic expert systems

Ali Taylan Cemgil, Emin Anarim, Hidir Yuzuguzel, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Real-Time Recognition of Percussive Sounds by a Model-Based Method

Cumhur Erkut, Antti Jylhä, Ali Taylan Cemgil, 2011, EURASIP J. Adv. Signal Process..

Model based audio sequence alignment based on deterministic similarity methods

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Probabilistic latent tensor factorization framework for audio modeling

Ali Taylan Cemgil, Umut Simsekli, Yusuf Cem Sübakan, 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

A generative model for music transcription

David Barber, Ali Taylan Cemgil, Hilbert J. Kappen, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

Low rank matrix completion via random sampling

Ali Taylan Cemgil, Hakan Guldas, A. Cemgil, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization

Eric Moulines, Roland Badeau, Ali Taylan Cemgil, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An intelligent cyber security system against DDoS attacks in SIP networks

Bülent Sankur, Ali Taylan Cemgil, Murat Semerci, 2018, Comput. Networks.

Change-point detection via switching Kalman filters

Ali Taylan Cemgil, Cagri Sofuoglu, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Graphical Models for Time-Series

David Barber, Ali Taylan Cemgil, D. Barber, 2010, IEEE Signal Processing Magazine.

Differentially Private Dropout pdf

Ali Taylan Cemgil, Beyza Ermis, A. Cemgil, 2017, ArXiv.

Unsupervised single-channel source separation using bayesian NMF

Ali Taylan Cemgil, Onur Dikmen, A. Cemgil, 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

Summary Statistics for Partitionings and Feature Allocations

Ali Taylan Cemgil, Isik Baris Fidaner, A. Cemgil, 2013, NIPS.

Coupled tensor factorization models for polyphonic music transcription

Ali Taylan Cemgil, Umut Simsekli, Yusuf Kenan Yilmaz, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Tempo tracking by using a parallel particle filter on the GPU

Ali Taylan Cemgil, Ertug Karamatli, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Special Issue in Honour of William J. (Bill) Fitzgerald

Anil C. Kokaram, Ali Taylan Cemgil, Joan Lasenby, 2015, Digit. Signal Process..

Bayesian Music Transcription

Ali Taylan Cemgil, A. Cemgil, 1997 .

DTW Based Clustering to Improve Hand Gesture Recognition

Lale Akarun, Ali Taylan Cemgil, Cem Keskin, 2011, HBU.

Bayesian methods for multimedia signal processing

Ali Taylan Cemgil, A. Cemgil, 2007, ACM Multimedia.

Bayesian Model Comparison With the g-Prior

Ali Taylan Cemgil, Søren Holdt Jensen, Mads Græsbøll Christensen, 2014, IEEE Transactions on Signal Processing.

Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model

Simon J. Godsill, Ali Taylan Cemgil, Søren Holdt Jensen, 2011, IEEE Transactions on Audio, Speech, and Language Processing.

Sequential Monte Carlo samplers for model-based reinforcement learning

Ali Taylan Cemgil, Orhan Sonmez, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration

Ali Taylan Cemgil, Gaël Richard, Umut Şimşekli, 2018, IEEE Signal Processing Letters.

Bayesian Inference for Nonnegative Matrix Factorisation Models

Ali Taylan Cemgil, A. Cemgil, 2009, Comput. Intell. Neurosci..

DRENAJ: Distributed social media data collection system

Ali Taylan Cemgil, Suzan Üsküdarli, Onur Güngör, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Markov Chain Monte Carlo inference for probabilistic latent tensor factorization

Ali Taylan Cemgil, Umut Simsekli, A. Cemgil, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

Score guided musical source separation using Generalized Coupled Tensor Factorization

Ali Taylan Cemgil, Umut Simsekli, A. Cemgil, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Robust Time-quantization for Music, from Performance to Score

Ali Taylan Cemgil, Hilbert J. Kappen, Peter Desain, 1999 .

Optimal weight learning for Coupled Tensor Factorization with mixed divergences

Ali Taylan Cemgil, Beyza Ermis, Umut Simsekli, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Bayesian Modelling of Temporal Structure in Musical Audio

Simon J. Godsill, Nick Whiteley, Ali Taylan Cemgil, 2006, ISMIR.

Semi-Supervised Psychometric Scoring of Document Collections

Ali Taylan Cemgil, Bülent Özel, Arman Boyaci, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets

Antoine Liutkus, Ali Taylan Cemgil, Umut Simsekli, 2015, LVA/ICA.

Model Tabanli Ses Dizisi Hizalanmasi Model Based Audio Sequence Alignment

Ali Taylan Cemgil, Emin Anarim, 2011 .

The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates

Ali Taylan Cemgil, Kemal Oksuz, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Model based multiple audio sequence alignment

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Spectral learning of mixtures of Hidden Markov Models

Bülent Sankur, Ali Taylan Cemgil, Oya Çeliktutan, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Deficiency aware subpattern assignment

Ali Taylan Cemgil, Kemal Oksuz, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

A hybrid graphical model for robust feature extraction from video

Ben J. A. Kröse, Ali Taylan Cemgil, Wojciech Zajdel, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Generative Spectrogram Factorization Models for Polyphonic Piano Transcription

Simon J. Godsill, Ali Taylan Cemgil, Paul H. Peeling, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

Probabilistic interpolative decomposition

Lale Akarun, Ali Taylan Cemgil, Ismail Ari, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

Single-Channel Speech-Music Separation for Robust ASR With Mixture Models

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Annealed SMC Samplers for Dirichlet Process Mixture Models

Ali Taylan Cemgil, Bilge Günsel, Yener Ülker, 2010, 2010 20th International Conference on Pattern Recognition.

Algorithms for probabilistic latent tensor factorization

Ali Taylan Cemgil, Y. K. Yilmaz, Yusuf Kenan Yilmaz, 2012, Signal Process..

A probabilistic SIP network simulation system

Bülent Sankur, Ali Taylan Cemgil, Murat Semerci, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Attack detection in VOIP networks using Bayesian multiple change-point models

Bülent Sankur, Ali Taylan Cemgil, Baris Kurt, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Sequential Monte Carlo Samplers for Dirichlet Process Mixtures

Ali Taylan Cemgil, Bilge Günsel, Yener Ülker, 2010, AISTATS.

Randomized Matrix Decompositions and Exemplar Selection in Large Dictionaries for Polyphonic Piano Transcription

Lale Akarun, Ali Taylan Cemgil, Ismail Ari, 2014 .

A Probabilistic Model-Based Approach for Aligning Multiple Audio Sequences

Ali Taylan Cemgil, Emin Anarim, Dogac Basaran, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Generalized coupled symmetric tensor factorization for link prediction

Ali Taylan Cemgil, Beyza Ermis, Evrim Acar, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Polyphonic Pitch Identification and Bayesian Inference

Ali Taylan Cemgil, 2004, ICMC.

Comparison of sampling strategies for flow length estimation

Engin Zeydan, Ali Taylan Cemgil, Saliha Buyukcorak, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Blind separation of sparse sources using variational EM

Simon J. Godsill, Ali Taylan Cemgil, Cédric Févotte, 2005, 2005 13th European Signal Processing Conference.

Gain estimation approaches in catalog-based single-channel speech-music separation

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

Differentially Private Variational Dropout pdf

Ali Taylan Cemgil, Beyza Ermis, 2017, ArXiv.

Probabilistic phase vocoder and its application to interpolation of missing values in audio signals

Simon J. Godsill, Ali Taylan Cemgil, S. Godsill, 2005, 2005 13th European Signal Processing Conference.

A factorization based recommender system for online services

Ali Taylan Cemgil, Umut Simsekli, Tolga Birdal, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization pdf

Ali Taylan Cemgil, Gaël Richard, Umut Simsekli, 2018, ICML.

Dialogue enhancement using kernel additive modelling

Antoine Liutkus, Ali Taylan Cemgil, Serap Kirbiz, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns pdf

Sinan Yildirim, Ali Taylan Cemgil, Umut Simsekli, 2019, ArXiv.

A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction pdf

Ali Taylan Cemgil, Beyza Ermis, A. Cemgil, 2014, ArXiv.

Generalised Coupled Tensor Factorisation

Ali Taylan Cemgil, Y. K. Yilmaz, Umut Simsekli, 2011, NIPS.

Semi-Supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition

Ali Taylan Cemgil, Murat Saraclar, Cemil Demir, 2011, INTERSPEECH.

Learning Optimal Conformal Classifiers pdf

Arnaud Doucet, Ali Taylan Cemgil, Krishnamurthy Dvijotham, 2021, ArXiv.

A Fine-Grained Analysis on Distribution Shift pdf

Ali Taylan Cemgil, Sven Gowal, Krishnamurthy Dvijotham, 2021, ICLR.

Learning the -Divergence in Tweedie Compound Poisson Matrix

Ali Taylan Cemgil, A. Cemgil, Factorization Models, 2013 .

Bayesian inference in hierarchical non‐negative matrix factorisation models of musical sounds

Ali Taylan Cemgil, Tuomas Virtanen, 2008 .

Probabilistic Models for Real-time Acoustic Event Detection with Application to Pitch Tracking

Ali Taylan Cemgil, Umut Şimşekli, A. Cemgil, 2011 .