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Semantic ScholarA. Taylan Cemgil
Ali Taylan Cemgil
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- affiliation: Bogaziçi University, Department of Computer Engineering
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2010 – today
- 2019
[j36]Kamer Kaya, Figen Öztoprak, S. Ilker Birbil
, A. Taylan Cemgil, Umut Simsekli, Nurdan Kuru, Hazal Koptagel, M. Kaan Öztürk:
A framework for parallel second order incremental optimization algorithms for solving partially separable problems. Comp. Opt. and Appl. 72(3): 675-705 (2019)- [j35]Murat Semerci, Ali Taylan Cemgil, Bülent Sankur:
Discriminative tensor decomposition with large margin. Digital Signal Processing 95 (2019) - [j34]Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz:
Audio Source Separation Using Variational Autoencoders and Weak Class Supervision. IEEE Signal Process. Lett. 26(9): 1349-1353 (2019) - [j33]Baris Kurt, Ali Taylan Cemgil, Günes Karabulut-Kurt, Engin Zeydan:
Estimating Network Flow Length Distributions via Bayesian Nonnegative Tensor Factorization. Wireless Communications and Mobile Computing 2019: 8458016:1-8458016:17 (2019) - [c105]Gonul Ayci, Abdullatif Köksal, M. Melih Mutlu, Burak Suyunu, A. Taylan Cemgil:
Active Learning with Bayesian Nonnegative Matrix Factorization for Recommender Systems. SIU 2019: 1-4 - [c104]Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz:
Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders. SIU 2019: 1-4 - [c103]Ömer Kirbiyik, Enis Simsar, A. Taylan Cemgil:
Comparison of Deep Generative Models for the Generation of Handwritten Character Images. SIU 2019: 1-4 - [i16]Ali Taylan Cemgil, Mehmet Burak Kurutmaz, Sinan Yildirim, Melih Barsbey, Umut Simsekli:
Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns. CoRR abs/1903.04478 (2019) - [i15]Gökhan Çapan, Ilker Gündogdu, Ali Caner Türkmen, Cagri Sofuoglu, Ali Taylan Cemgil:
A Bayesian Choice Model for Eliminating Feedback Loops. CoRR abs/1908.05640 (2019) - 2018
- [j32]Murat Semerci, Ali Taylan Cemgil, Bülent Sankur:
An intelligent cyber security system against DDoS attacks in SIP networks. Computer Networks 136: 137-154 (2018) - [j31]Baris Kurt, Cagatay Yildiz, Taha Yusuf Ceritli, Bülent Sankur, Ali Taylan Cemgil:
A Bayesian change point model for detecting SIP-based DDoS attacks. Digital Signal Processing 77: 48-62 (2018) - [j30]Dogac Basaran, Ali Taylan Cemgil, Emin Anarim:
Multiresolution alignment for multiple unsynchronized audio sequences using sequential Monte Carlo samplers. Digital Signal Processing 77: 77-85 (2018) - [j29]Thanh Huy Nguyen, Umut Simsekli, Gaël Richard, Ali Taylan Cemgil:
Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration. IEEE Signal Process. Lett. 25(5): 725-729 (2018) - [c102]Gökhan Çapan, Semih Akbayrak, Taha Yusuf Ceritli, Ali Taylan Cemgil:
Sum Conditioned Poisson Factorization. LVA/ICA 2018: 24-35 - [c101]Burak Suyunu, Gonul Ayci, Mine Ögretir, Ali Taylan Cemgil, Suzan Uskudarli, Hamza Zeytinoglu, Bülent Özel, Arman Boyaci:
Semi-Supervised Psychometric Scoring of Document Collections. ICDM Workshops 2018: 1367-1374 - [c100]Umut Simsekli, Cagatay Yildiz, Thanh Huy Nguyen, A. Taylan Cemgil, Gaël Richard:
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization. ICML 2018: 4681-4690 - [c99]Mehmet Turan, Yasin Almalioglu, Hunter Gilbert, Helder Araújo, A. Taylan Cemgil, Metin Sitti:
EndoSensorFusion: Particle Filtering-Based Multi-Sensory Data Fusion with Switching State-Space Model for Endoscopic Capsule Robots. ICRA 2018: 1-8 - [c98]Ali Caner Türkmen, Ali Taylan Cemgil:
Testing for Self-excitation in Financial Events: A Bayesian Approach. MIDAS/PAP@PKDD/ECML 2018: 95-102 - [c97]Irem Islek, Ertug Karamatli, Ali Taylan Cemgil:
Large scale ad click prediction system. SIU 2018: 1-4 - [c96]Onur Poyraz, M. Burak Kurutmaz, A. Taylan Cemgil, Sinan Selamoglu:
Anomaly detection on wind turbines. SIU 2018: 1-4 - [c95]Bugrahan Sahin, Ali Taylan Cemgil:
Approaches for reducing the computational budget of the metropolis hastings algorithm. SIU 2018: 1-4 - [c94]Burak Suyunu, Gonul Aya, A. Taylan Cemgil:
Active selection of elements for Bayesian nonnegative matrix factorization. SIU 2018: 1-4 - [i14]Umut Simsekli, Çagatay Yildiz, Thanh Huy Nguyen, Gaël Richard, A. Taylan Cemgil:
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization. CoRR abs/1806.02617 (2018) - [i13]Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz:
Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders. CoRR abs/1810.13104 (2018) - 2017
- [j28]F. Serhan Danis, Ali Taylan Cemgil:
Model-Based Localization and Tracking Using Bluetooth Low-Energy Beacons. Sensors 17(11): 2484 (2017) - [c93]Mehmet Yamaç, Bülent Sankur, Ali Taylan Cemgil:
Malicious users discrimination in organizec attacks using structured sparsity. EUSIPCO 2017: 266-270 - [c92]Alper Kamil Bozkurt, Ali Taylan Cemgil:
Distributed particle filtering under real-time constraints. EUSIPCO 2017: 1584-1588 - [c91]Umut Simsekli, Alain Durmus, Roland Badeau, Gaël Richard, Eric Moulines, A. Taylan Cemgil:
Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization. ICASSP 2017: 2242-2246 - [c90]M. Burak Kurutmaz, A. Taylan Cemgil, Ahmet Cezayirli, Ezgi Bingöl, Sait Sener:
Outlier detection on power consumption via non-negative tensor factorization models. SIU 2017: 1-4 - [c89]Mine Ögretir, Ali Taylan Cemgil:
Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems. SIU 2017: 1-4 - [c88]Kemal Oksuz, Ali Taylan Cemgil:
Deficiency aware subpattern assignment. SIU 2017: 1-4 - [c87]Cagri Sofuoglu, Ali Taylan Cemgil:
Change-point detection via switching Kalman filters. SIU 2017: 1-4 - [i12]Mehmet Turan, Yasin Almalioglu, Hunter Gilbert, Helder Araújo, A. Taylan Cemgil, Metin Sitti:
EndoSensorFusion: Particle Filtering-Based Multi-sensory Data Fusion with Switching State-Space Model for Endoscopic Capsule Robots. CoRR abs/1709.03401 (2017) - [i11]Beyza Ermis, Ali Taylan Cemgil:
Differentially Private Dropout. CoRR abs/1712.01665 (2017) - [i10]Beyza Ermis, Ali Taylan Cemgil:
Differentially Private Variational Dropout. CoRR abs/1712.02629 (2017) - 2016
- [j27]Isik Baris Fidaner, Ayca Cankorur-Cetinkaya, Duygu Dikicioglu, Betül Kirdar, Ali Taylan Cemgil, Stephen G. Oliver:
CLUSTERnGO: a user-defined modelling platform for two-stage clustering of time-series data. Bioinformatics 32(3): 388-397 (2016) - [j26]Serdar Aslan, Ali Taylan Cemgil, Murat Samil Aslan, Behcet Ugur Töreyin, Ata Akin:
Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother. Biomed. Signal Proc. and Control 24: 47-62 (2016) - [c86]Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra:
A generalized Bayesian model for tracking long metrical cycles in acoustic music signals. ICASSP 2016: 76-80 - [c85]Umut Simsekli, Roland Badeau, Gaël Richard, Ali Taylan Cemgil:
Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. ICASSP 2016: 2574-2578 - [c84]Umut Simsekli, Roland Badeau, A. Taylan Cemgil, Gaël Richard:
Stochastic Quasi-Newton Langevin Monte Carlo. ICML 2016: 642-651 - [c83]Baris Kurt, Engin Zeydan, Utku Yabas, Ilyas Alper Karatepe, Gunes Karabulut Kurt, Ali Taylan Cemgil:
A Network Monitoring System for High Speed Network Traffic. SECON 2016: 1-3 - [c82]Kemal Oksuz, Ali Taylan Cemgil:
The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates. SIU 2016: 677-680 - [c81]Baris Kurt, Cagatay Yildiz, Taha Yusuf Ceritli, Mehmet Yamac, Murat Semerci, Bülent Sankur, Ali Taylan Cemgil:
A probabilistic SIP network simulation system. SIU 2016: 1049-1052 - [c80]Murat Semerci, Mehmet Yamac, Ali Taylan Cemgil, Bülent Sankur, Derya Selin Cosar:
Detection of (D)DOS attacks based on online change point analysis. SIU 2016: 1161-1164 - [c79]Cagatay Yildiz, Taha Yusuf Ceritli, Baris Kurt, Bülent Sankur, Ali Taylan Cemgil:
Attack detection in VOIP networks using Bayesian multiple change-point models. SIU 2016: 1301-1304 - [c78]Dogac Basaran, Ali Taylan Cemgil, Emin Anarim:
Model based multiple musical sequence alignment using tempo extraction as preprocessing. SIU 2016: 1525-1528 - [c77]Ali Caner Türkmen, Ali Taylan Cemgil:
Text classification with coupled matrix factorization. SIU 2016: 1697-1700 - 2015
- [j25]Beyza Ermis, Evrim Acar, Ali Taylan Cemgil:
Link prediction in heterogeneous data via generalized coupled tensor factorization. Data Min. Knowl. Discov. 29(1): 203-236 (2015) - [j24]M. Serdar Yümlü, Fikret S. Gürgen, A. Taylan Cemgil, Nesrin Okay:
Bayesian changepoint and time-varying parameter learning in regime switching volatility models. Digital Signal Processing 40: 198-212 (2015) - [j23]Ercan E. Kuruoglu, Joan Lasenby, A. Taylan Cemgil, Anil C. Kokaram, Robin D. Morris:
Special Issue in Honour of William J. (Bill) Fitzgerald. Digital Signal Processing 47: 1-2 (2015) - [j22]Umut Simsekli, Tuomas Virtanen, Ali Taylan Cemgil:
Non-negative tensor factorization models for Bayesian audio processing. Digital Signal Processing 47: 178-191 (2015) - [j21]Umut Simsekli, Antoine Liutkus, Ali Taylan Cemgil:
Alpha-Stable Matrix Factorization. IEEE Signal Process. Lett. 22(12): 2289-2293 (2015) - [j20]Florian Krebs, Andre Holzapfel, Ali Taylan Cemgil, Gerhard Widmer:
Inferring Metrical Structure in Music Using Particle Filters. IEEE/ACM Trans. Audio, Speech & Language Processing 23(5): 817-827 (2015) - [j19]Dogac Basaran, Ali Taylan Cemgil, Emin Anarim:
A Probabilistic Model-Based Approach for Aligning Multiple Audio Sequences. IEEE/ACM Trans. Audio, Speech & Language Processing 23(7): 1160-1171 (2015) - [c76]Antoine Liutkus, Umut Simsekli, A. Taylan Cemgil:
Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. LVA/ICA 2015: 135-142 - [c75]Andre Holzapfel, Umut Simsekli, Sertan Sentürk, Ali Taylan Cemgil:
Section-level modeling of musical audio for linking performances to scores in Turkish makam music. ICASSP 2015: 141-145 - [c74]Umut Simsekli, Ali Taylan Cemgil, Beyza Ermis:
Learning mixed divergences in coupled matrix and tensor factorization models. ICASSP 2015: 2120-2124 - [c73]Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra:
Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks. ISMIR 2015: 197-203 - [i9]Umut Simsekli, Hazal Koptagel, Figen Öztoprak, S. Ilker Birbil, Ali Taylan Cemgil:
HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems. CoRR abs/1509.01698 (2015) - 2014
- [j18]Yusuf Cem Sübakan, Baris Kurt, A. Taylan Cemgil, Bülent Sankur:
Probabilistic sequence clustering with spectral learning. Digital Signal Processing 29: 1-19 (2014) - [j17]Jesper Kjær Nielsen, Mads Græsbøll Christensen, Ali Taylan Cemgil, Søren Holdt Jensen:
Bayesian Model Comparison With the g-Prior. IEEE Trans. Signal Processing 62(1): 225-238 (2014) - [c72]Beyza Ermis, Ali Taylan Cemgil, Neda Barzegar Marvasti, Burak Acar:
Liver CT Annotation via Generalized Coupled Tensor Factorization. CLEF (Working Notes) 2014: 421-427 - [c71]Hidir Yuzuguzel, Ali Taylan Cemgil, Emin Anarim:
Query ranking strategies in probabilistic expert systems. SIU 2014: 1199-1202 - [c70]Ali Caner Türkmen, Ali Taylan Cemgil:
Political interest and tendency prediction from microblog data. SIU 2014: 1327-1330 - [c69]Cemil Demir, A. Taylan Cemgil, Murat Saraclar:
Analysis of effect of single-channel speech-music separation using NMF to automatic speech recognition. SIU 2014: 1818-1821 - [c68]Ertug Karamatli, Ali Taylan Cemgil:
Tempo tracking by using a parallel particle filter on the GPU. SIU 2014: 2007-2010 - [c67]Mehmet Ozgun Demir, Baris Kurt, Saliha Buyukcorak, Gunes Karabulut Kurt, A. Taylan Cemgil, Engin Zeydan:
Comparison of sampling strategies for flow length estimation. SIU 2014: 2182-2185 - [c66]Onur Dikmen, Ali Taylan Cemgil:
Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models. SSP 2014: 276-279 - [i8]Sinan Yildirim, A. Taylan Cemgil, Sumeetpal S. Singh:
An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models. CoRR abs/1401.2490 (2014) - [i7]Beyza Ermis, Yusuf Kenan Yilmaz, Ali Taylan Cemgil, Evrim Acar:
Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence. CoRR abs/1409.8083 (2014) - [i6]Beyza Ermis, Ali Taylan Cemgil:
A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction. CoRR abs/1409.8276 (2014) - [i5]Isik Baris Fidaner, Ali Taylan Cemgil:
Clustering Words by Projection Entropy. CoRR abs/1410.6830 (2014) - 2013
- [j16]Cemil Demir, Murat Saraclar, Ali Taylan Cemgil:
Single-Channel Speech-Music Separation for Robust ASR With Mixture Models. IEEE Trans. Audio, Speech & Language Processing 21(4): 725-736 (2013) - [c65]Umut Simsekli, Beyza Ermis, A. Taylan Cemgil, Evrim Acar:
Optimal weight learning for Coupled Tensor Factorization with mixed divergences. EUSIPCO 2013: 1-5 - [c64]Dogac Basaran, A. Taylan Cemgil, Emin Anarim:
SMC samplers for multiresolution audio sequence alignment. ICASSP 2013: 201-205 - [c63]Umut Simsekli, Ali Taylan Cemgil, Yusuf Kenan Yilmaz:
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models. ICML (3) 2013: 1409-1417 - [c62]Isik Baris Fidaner, Ali Taylan Cemgil:
Summary Statistics for Partitionings and Feature Allocations. NIPS 2013: 261-269 - [c61]Ismail Ari, Ali Taylan Cemgil, Lale Akarun:
ID for data with multiple clusters. SIU 2013: 1-4 - [c60]Dogac Basaran, Ali Taylan Cemgil, Emin Anarim:
Model based audio sequence alignment based on deterministic similarity methods. SIU 2013: 1-4 - [c59]Beyza Ermis, Ali Taylan Cemgil, Evrim Acar:
Generalized coupled symmetric tensor factorization for link prediction. SIU 2013: 1-4 - [c58]Hakan Guldas, Ali Taylan Cemgil:
Low rank matrix completion via random sampling. SIU 2013: 1-4 - [c57]Can Kavaklioglu, Ali Taylan Cemgil:
Optimal contraction order of multiple tensors. SIU 2013: 1-4 - [c56]Umut Simsekli, Tolga Birdal, Emre Koc, Ali Taylan Cemgil:
A factorization based recommender system for online services. SIU 2013: 1-4 - [c55]Orhan Sonmez, Ali Taylan Cemgil:
Sequential Monte Carlo samplers for model-based reinforcement learning. SIU 2013: 1-4 - [c54]Yusuf Cem Sübakan, Oya Çeliktutan, Ali Taylan Cemgil, Bülent Sankur:
Spectral learning of mixtures of Hidden Markov Models. SIU 2013: 1-4 - [i4]Isik Baris Fidaner, Ali Taylan Cemgil:
Summary Statistics for Partitionings and Feature Allocations. CoRR abs/1310.0509 (2013) - 2012
- [j15]Umut Simsekli, Orhan Sonmez, Baris Kurt, Ali Taylan Cemgil:
Combined perception and control for timing in robotic music performances. EURASIP J. Audio, Speech and Music Processing 2012: 8 (2012) - [j14]Yusuf Kenan Yilmaz, A. Taylan Cemgil:
Algorithms for probabilistic latent tensor factorization. Signal Processing 92(8): 1853-1863 (2012) - [c53]Ismail An, Umut Simsekli, Ali Taylan Cemgil, Lale Akarun:
Large scale polyphonic music transcription using randomized matrix decompositions. EUSIPCO 2012: 2020-2024 - [c52]Umut Simsekli, A. Taylan Cemgil:
Score guided musical source separation using Generalized Coupled Tensor Factorization. EUSIPCO 2012: 2639-2643 - [c51]Cemil Demir, A. Taylan Cemgil, Murat Saraclar:
Catalog-based single-channel speech-music separation with the Itakura-Saito divergence. EUSIPCO 2012: 2812-2816 - [c50]Baris Kurt, A. Taylan Cemgil, Muhittin Mungan, Neval Polat, Alper Øzdogan, Ece Saygun:
Network management without payload inspection: Application classification via statistical analysis of bulk flow data. Future Network & Mobile Summit 2012: 1-8 - [c49]Umut Simsekli, Yusuf Kenan Yilmaz, Ali Taylan Cemgil:
Score guided audio restoration via generalised coupled tensor factorisation. ICASSP 2012: 5369-5372 - [c48]Cemil Demir, Ali Taylan Cemgil, Murat Saraçlar:
Effect of speech priors in single-channel speech-music separation for ASR. INTERSPEECH 2012: 1235-1238 - [c47]Ismail Ari, A. Taylan Cemgil, Lale Akarun:
Probabilistic interpolative decomposition. MLSP 2012: 1-6 - [c46]Umut Simsekli, A. Taylan Cemgil:
Markov Chain Monte Carlo inference for probabilistic latent tensor factorization. MLSP 2012: 1-6 - [c45]Ismail Ari, Umut Simsekli, Ali Taylan Cemgil, Lale Akarun:
SVD-based polyphonic music transcription. SIU 2012: 1-4 - [c44]Cemil Demir, Mehmet Ugur Dogan, Ali Taylan Cemgil, Murat Saraclar:
Catalog-based single-channel speech-music separation for automatic speech recognition. SIU 2012: 1-4 - [c43]Isik Baris Fidaner, Ali Taylan Cemgil:
Infinite mixture of piecewise linear sequences. SIU 2012: 1-4 - [c42]Turkan Hamzaoglu, Baris Kurt, Ali Taylan Cemgil:
Multiple change point analysis in random graph series. SIU 2012: 1-4 - [c41]Can Kavaklioglu, Ali Taylan Cemgil:
Parallel generalized tensor multiplication. SIU 2012: 1-4 - [c40]Umut Simsekli, Yusuf Kenan Yilmaz, Ali Taylan Cemgil:
Coupled tensor factorization models for polyphonic music transcription. SIU 2012: 1-4 - [c39]Orhan Sonmez, Ali Taylan Cemgil:
Importance sampling for model-based reinforcement learning. SIU 2012: 1-4 - [i3]Beyza Ermis, Evrim Acar, A. Taylan Cemgil:
Link Prediction via Generalized Coupled Tensor Factorisation. CoRR abs/1208.6231 (2012) - [i2]Yusuf Kenan Yilmaz, A. Taylan Cemgil:
Alpha/Beta Divergences and Tweedie Models. CoRR abs/1209.4280 (2012) - 2011
- [j13]Umut Simsekli, Antti Jylhä, Cumhur Erkut, Ali Taylan Cemgil:
Real-Time Recognition of Percussive Sounds by a Model-Based Method. EURASIP J. Adv. Sig. Proc. 2011 (2011) - [j12]Yener Ülker, Bilge Günsel, Ali Taylan Cemgil:
Annealed SMC Samplers for Nonparametric Bayesian Mixture Models. IEEE Signal Process. Lett. 18(1): 3-6 (2011) - [j11]Jesper Kjær Nielsen, Mads Græsbøll Christensen, Ali Taylan Cemgil, Simon J. Godsill, Søren Holdt Jensen:
Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model. IEEE Trans. Audio, Speech & Language Processing 19(7): 1986-1998 (2011) - [c38]Cemil Demir, Ali Taylan Cemgil, Murat Saraclar:
Gain estimation approaches in catalog-based single-channel speech-music separation. ASRU 2011: 185-190 - [c37]Cemil Demir, Ali Taylan Cemgil, Murat Saraclar:
Catalog-based single-channel speech-music separation for automatic speech recognition. EUSIPCO 2011: 2133-2137 - [c36]Cem Keskin, Ali Taylan Cemgil, Lale Akarun:
DTW Based Clustering to Improve Hand Gesture Recognition. HBU 2011: 72-81 - [c35]Cemil Demir, A. Taylan Cemgil, Murat Saraclar:
Semi-Supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition. INTERSPEECH 2011: 681-684 - [c34]Yusuf Kenan Yilmaz, Ali Taylan Cemgil, Umut Simsekli:
Generalised Coupled Tensor Factorisation. NIPS 2011: 2151-2159 - [c33]Dogac Basaran, A. Taylan Cemgil, Emin Anarim:
Model based multiple audio sequence alignment. WASPAA 2011: 13-16 - [c32]Ali Taylan Cemgil, Umut Simsekli, Yusuf Cem Sübakan:
Probabilistic latent tensor factorization framework for audio modeling. WASPAA 2011: 137-140 - [i1]Ali Taylan Cemgil, Bert Kappen:
Monte Carlo Methods for Tempo Tracking and Rhythm Quantization. CoRR abs/1106.4863 (2011) - 2010
- [j10]David Barber, A. Taylan Cemgil:
Graphical Models for Time-Series. IEEE Signal Process. Mag. 27(6): 18-28 (2010) - [j9]Paul H. Peeling, Ali Taylan Cemgil, Simon J. Godsill:
Generative Spectrogram Factorization Models for Polyphonic Piano Transcription. IEEE Trans. Audio, Speech & Language Processing 18(3): 519-527 (2010) - [j8]Onur Dikmen, Ali Taylan Cemgil:
Gamma Markov Random Fields for Audio Source Modeling. IEEE Trans. Audio, Speech & Language Processing 18(3): 589-601 (2010) - [j7]Sinan Yildirim, Ali Taylan Cemgil, Mustafa Aktar, Yaman Ozakin, Aysin Ertüzün:
A Bayesian Deconvolution Approach for Receiver Function Analysis. IEEE Trans. Geoscience and Remote Sensing 48(12): 4151-4163 (2010) - [c31]Jesper Kjær Nielsen, Mads Græsbøll Christensen, Ali Taylan Cemgil, Simon J. Godsill, Søren Holdt Jensen:
Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment. EUSIPCO 2010: 239-243 - [c30]