| 2024 | ICML | Evaluating Model Bias Requires Characterizing its Mistakes. | Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Ali Taylan Cemgil, Sven Gowal, Olivia Wiles |
| 2023 | ICML | Transformers Meet Directed Graphs. | Simon Geisler, Yujia Li, Daniel J. Mankowitz, Ali Taylan Cemgil, Stephan Gnnemann, Cosmin Paduraru |
| 2022 | ICLR | Learning Optimal Conformal Classifiers. | David Stutz, Krishnamurthy Dvijotham, Ali Taylan Cemgil, Arnaud Doucet |
| 2022 | ICLR | A Fine-Grained Analysis on Distribution Shift. | Olivia Wiles, Sven Gowal, Florian Stimberg, Sylvestre-Alvise Rebuffi, Ira Ktena, Krishnamurthy Dvijotham, Ali Taylan Cemgil |
| 2019 | IPIN | Radio map estimation with neural networks and active learning for indoor localization. | Sila Guler, F. Serhan Danis, Ali Taylan Cemgil |
| 2018 | ICDM | Semi-Supervised Psychometric Scoring of Document Collections. | Burak Suyunu, Gonul Ayci, Mine gretir, Ali Taylan Cemgil, Suzan Uskudarli, Hamza Zeytinoglu, Blent zel, Arman Boyaci |
| 2016 | ICASSP | Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. | Umut Simsekli, Roland Badeau, Gal Richard, Ali Taylan Cemgil |
| 2016 | ICASSP | A generalized Bayesian model for tracking long metrical cycles in acoustic music signals. | Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra |
| 2016 | SECON | A Network Monitoring System for High Speed Network Traffic. | Baris Kurt, Engin Zeydan, Utku Yabas, Ilyas Alper Karatepe, Gunes Karabulut-Kurt, Ali Taylan Cemgil |
| 2015 | ICASSP | Section-level modeling of musical audio for linking performances to scores in Turkish makam music. | Andre Holzapfel, Umut Simsekli, Sertan Sentrk, Ali Taylan Cemgil |
| 2015 | ICASSP | Learning mixed divergences in coupled matrix and tensor factorization models. | Umut Simsekli, Ali Taylan Cemgil, Beyza Ermis |
| 2013 | ICML | Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models. | Umut Simsekli, Ali Taylan Cemgil, Yusuf Kenan Yilmaz |
| 2012 | ICASSP | Score guided audio restoration via generalised coupled tensor factorisation. | Umut Simsekli, Yusuf Kenan Yilmaz, Ali Taylan Cemgil |
| 2012 | Interspeech | Effect of speech priors in single-channel speech-music separation for ASR. | Cemil Demir, Ali Taylan Cemgil, Murat Saralar |
| 2011 | ASRU | Gain estimation approaches in catalog-based single-channel speech-music separation. | Cemil Demir, Ali Taylan Cemgil, Murat Saraclar |
| 2010 | ICPR | Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models. | Serap Kirbiz, Ali Taylan Cemgil, Bilge Gnsel |
| 2010 | ICPR | Annealed SMC Samplers for Dirichlet Process Mixture Models. | Yener lker, Bilge Gnsel, Ali Taylan Cemgil |
| 2009 | ICASSP | A hybrid method for deconvolution of Bernoulli-Gaussian processes. | Sinan Yildirim, Ali Taylan Cemgil, Aysin Ertzn |
| 2009 | IDA | Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation. | Tuomas Virtanen, Ali Taylan Cemgil |
| 2008 | ICASSP | Bayesian extensions to non-negative matrix factorisation for audio signal modelling. | Tuomas Virtanen, Ali Taylan Cemgil, Simon J. Godsill |
| 2005 | CVPR | A Hybrid Graphical Model for Robust Feature Extraction from Video. | Ali Taylan Cemgil, Wojciech Zajdel, Ben J. A. Krse |
| 2004 | ICPR | Online Multicamera Tracking with a Switching State-Space Model. | Wojciech Zajdel, Ali Taylan Cemgil, Ben J. A. Krse |