JOURNAL PAPERS & LETTERS
[20] Jeremiah Birrell, Paul Dupuis, Markos Katsoulakis, Yannis Pantazis and Luc Rey-Bellet, "(f,Γ)-Divergences: Interopalting between f-divergences and integral probability metrics", Journal of Machine Learning Research, 2022
[19] Jeremiah Birrell, Markos Katsoulakis and Yannis Pantazis, "Optimizing variational representations of divergences and accelerating their statistical estimation", IEEE Trans. on Information Theory, 2022
[18] Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou and Markos Katsoulakis, "Cumulant GAN", IEEE Trans. on Neural Networks & Learning Systems, 2022
[17] Ioulia Karagiannaki, Krystalia Gourlia, Vincenzo Lagani, Yannis Pantazis and Ioannis Tsamardinos, "Learning Biologically-Interpretable Latent Representations for Gene Expression Data", Springer Machine Learning, 2022
[16] Anastasios Tsourtis, Georgios Papoutsoglou and Yannis Pantazis, "GAN-Based Training of Semi-Interpretable Generators for Biological Data Interpolation and Augmentation", Applied Sciences, 2022
[15] Maria-Christina Velli, George Tsibidis, Alexandros Mimidis, Evangelos Skoulas, Yannis Pantazis and Emmanuel Stratakis, "Predictive modeling approaches in laser-based material processing", Journal of Applied Physics, 2020
[14] Georgios Vernardos, Grigorios Tsagkatakis and Yannis Pantazis, "Quantifying the structure of strong gravitational lens potentials with uncertainty-aware deep neural networks", Monthly Notices of the Royal Astronomical Society, 2020
[13] Paul Dupuis, Markos Katsoulakis, Yannis Pantazis and Luc Rey-Bellet, "Sensitivity Analysis for Rare Events based on Renyi Divergence", Annals of Applied Probability, 2020
[12] Yannis Pantazis and Ioannis Tsamardinos, "A Unified Approach for Sparse Dynamical System Inference from Temporal Measurements", Bioinformatics, 2019
[11] Yannis Pantazis, Michael T. Tsagris and Andrew T.A. Wood, "Gaussian asymptotic limits for the α-transformation in the analysis of compositional data", Sankhya A, 2019
[10] B.H. McMahon, S.Y. Del Valle, J. Asher, R. Hatchett, J. Lega, H.E. Brown, M. Leany, Y. Pantazis, D.J. Roberts, S. Moore, A.T. Peterson, L.E. Escobar, H. Qiao, N.W. Hengartner, H. Mukundan, "Summary Results of the 2014-2015 DARPA Chikungunya Challenge", BMC Infectious Diseases, 2018
[9] Weilong Hu, Yannis Pantazis and Markos Katsoulakis, "ISAP: MATLAB Package for Sensitivity Analysis of High-Dimensional Stochastic Chemical Networks", Journal of Statistical Software, 2018
[8] Paul Dupuis, Markos Katsoulakis, Yannis Pantazis and Peter Plechac, "Path-space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics", SIAM Journal on Uncertainty Quantification, 2016
[7] Anastasios Tsourtis, Yannis Pantazis, Markos Katsoulakis and Evangelos Harmandaris, "Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics", Journal of Chemical Physics , 2015
[6] Georgios Arampatzis, Markos Katsoulakis and Yannis Pantazis, "Accelerated Sensitivity Analysis in High-Dimensional Stochastic Reaction Networks", PLoS ONE , 2015
[5] Markos Katsoulakis, Yannis Pantazis and Luc Rey-Bellet, "Measuring the Irreversibility of Numerical Schemes for Reversible Stochastic Differential Equations", ESAIM: Mathematical Modelling and Numerical Analysis, 48, 2014
[4] Yannis Pantazis, Markos Katsoulakis and Dion Vlachos, "Parametric Sensitivity Analysis for Biochemical Reaction Networks based on Pathwise Information Theory", BMC Bioinformatics, BMC Bioinformatics, 2013
[3] Yannis Pantazis and Markos Katsoulakis, "A Relative Entropy Rate Method for Path Space Sensitivity Analysis of Stationary Complex Stochastic Dynamics", Journal of Chemical Physics, 138, 054115, 2013
[2] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "Adaptive AM-FM Signal Decomposition with Application to Speech Analysis", IEEE Trans. on Audio, Speech and Language Processing , vol. 19, 2011
[1b] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "Reply to the "Comments for "Iterative Estimation of Sinusoidal Signal Parameters"", IEEE Signal Processing Letters, 2010
[1] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "Iterative Estimation of Sinusoidal Signal Parameters", IEEE Signal Processing Letters, 2010
CONFERENCE PAPERS
[35] Olina Simantiraki, Yannis Pantazis and Martin Cooke, "The effect of masking noise on listeners’ spectral tilt preferences", INTERSPEECH, 2023
[34] Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet and Markos Katsoulakis, "Function-space regularized Rényi divergences", ICLR, 2023
[33] Yannis Pantazis, Evangelia Kalligiannaki, Yiannis Kamarianakis, Konstantinos Kotsovos, Issam Gereige, Marwan Abdullah, Aqil Jamal, Athanasios Tzavaras, Theodoros Katsaounis, "Efficiency evaluation and comparisons of solar cell technologies based on measurements from the Arabian peninsula", EuroSun, 2022
[32] Yiannis Kamarianakis, Yannis Pantazis, Evangelia Kalligiannaki, Theodoros Katsaounis, Konstantinos Kotsovos, Issam Gereige, Marwan Abdullah, Aqil Jamal and Athanasios Tzavaras, "KNN-based ensembles for day-ahead solar power output forecasting", EuroSun, 2022
[31] Yannis Pantazis, Evangelia Kalligiannaki, Yiannis Kamarianakis, Konstantinos Kotsovos, Issam Gereige, Marwan Abdullah, Athanasios Tzavaras, Theodoros Katsaounis, "Performance evaluation and comparison of solar cell technologies based on historical data", 8th World Conference on Photovoltaic Energy Conversion, 2022
[30] Yiannis Kamarianakis, Yannis Pantazis, Evangelia Kalligiannaki, Konstantinos Kotsovos, Issam Gereige, Marwan Abdullah, Athanasios Tzavaras, Theodoros Katsaounis, "Day-ahead forecasting of solar irradiance: KNN-based ensembles", 8th World Conference on Photovoltaic Energy Conversion, 2022
[29] Michail Fasoulakis, Evangelos Markakis, Yannis Pantazis and Konstantinos Varsos, "Forward Looking Best-Response Multiplicative Weights Update Method for Bilinear Zero-sum Games", AISTATS, 2022
[28] Dipjyoti Paul, Sankar Mukherjee, Yannis Pantazis and Yannis Stylianou, "A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning based on Rényi Divergence Minimization", INTERSPEECH, 2021
[27] Anastasios Tsourtis, Georgios Papoutsoglou and Yannis Pantazis, "Efficient Discrimination between Biological Populations via Neural-based Estimation of Rényi Divergence", International Conference on UNCECOMP, 2021
[26] Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani and Ioannis Tsamardinos, "Latent Feature Representations for Human Gene Expression Data Improves Phenotypic Predictions", IEEE International Conference on Bioinformatics and Biomedicine, 2020
[25] Dipjyoti Paul, Muhammed PV Shifas, Yannis Pantazis and Yannis Stylianou, "Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style Conversion", INTERSPEECH, 2020
[24] Dipjyoti Paul, Yannis Pantazis and Yannis Stylianou, "Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions", INTERSPEECH, 2020
[23] Ioulia Karagiannaki, Yannis Pantazis, Ekaterini Chatzaki and Ioannis Tsamardinos, "Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data", 23rd International Conference on Discovery Science, 2020
[22] Olina Simantiraki, Martin Cooke and Yannis Pantazis, "Effects of Spectral Tilt on Listeners Preference and Intelligibility", ICASSP, 2020
[21] Thomais Asvestopoulou, Victoria Manousaki, Antonis Psistakis, Erjona Nikolli, Vassilios Andreadakis, Ioannis Aslanides, Yannis Pantazis, Ioannis Smyrnakis and Maria Papadopouli, "Towards a robust and accurate screening tool for dyslexia with data augmentation using GANs", IEEE International Conference BioInformatics and BioEngineering, 2019
[20] Nagaraj Adiga, Yannis Pantazis, Vassilis Tsiaras and Yannis Stylianou, "Speech Enhancement for Noise-Robust Speech Synthesis using Wasserstein GAN", INTERSPEECH, 2019
[19] Dipjyoti Paul, Yannis Pantazis and Yannis Stylianou, "Non-parallel Voice Conversion using Weighted Generative Adversarial Networks", INTERSPEECH, 2019
[18] Poulicos Prastacos, Manolis Diamandakis, Manolis Kosmadakis, Ioannis Dafermos, Yiannis Kamarianakis and Yannis Pantazis, "An information system for the detection of water leaks in municipal water networks", AGILE, 2019
[17] Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis and Yannis Stylianou, "Training Generative Adversarial Networks with Weights", EUSIPCO, 2019
[16] Yannis Pantazis, Vassilis Tsiaras and Yannis Stylianou, "Connections between Reassigned Spectrum and Least Squares Estimation for Sinusoidal Models", EUSIPCO, 2019
[15] Georgios Arampatzis, Markos Katsoulakis, Yannis Pantazis, "Pathwise Sensitivity Analysis in Transient Regimes", RMMC proceedings , 2015
[14] Georgios Kafentzis, Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "An extension of the adaptive Quasi-Harmonic Model", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012
[13] Maria Koutsogiannaki, Yannis Pantazis, Yannis Stylianou and Philippe Dejonckere, "Tremor in Speakers with Spasmodic Dysphonia", MAVEBA, 2011
[12] Georgios Tzedakis, Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "Fast Least-Squares Solution for Sinusoidal, Harmonic and Quasi-Harmonic Models", INTERSPEECH 2010
[11] Yannis Pantazis, Georgios Tzedakis, Olivier Rosec and Yannis Stylianou, "Analysis/Synthesis of Speech based on an Adaptive Quasi-Harmonic plus Noise Model", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010
[10] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "On the Robustness of the Quasi-Harmonic Model of Speech", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010
[9] Yannis Pantazis, Maria Koutsogiannaki and Yannis Stylianou, "A Novel Method for the Extraction of Vocal Tremor'', MAVEBA, 2009 (pdf)
[8] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "AM-FM Estimation for Speech Based on a Time-Varying Sinusoidal Model", INTERSPEECH 2009 (pdf)
[7] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "Chirp Rate Estimation of Speech based on a Time-Varying Quasi-Harmonic Model", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009 (pdf)
[6] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "On the Properties of a Time-Varying Quasi-Harmonic Model of Speech", INTERSPEECH 2008 (pdf)
[5] Yannis Pantazis, Olivier Rosec and Yannis Stylianou, "On the Estimation of the Speech Harmonic Model", ISCA Tutorial and Research Workshop (ITRW) on "Speech Analysis and Processing for Knowledge Discovery", 2008 (pdf)
[4] Yannis Pantazis and Yannis Stylianou, "Improving the Modeling of the Noise Part in the Harmonic Plus Noise Model of Speech", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2008 (pdf)
[3] Yannis Pantazis and Yannis Stylianou, "Review in the Detection of Discontinuities in Concatenative Speech Synthesis", Workshop on Nonlinear Speech Processing (WNSP'05), p. 89-100 (pdf)
[2] Y. Pantazis Y. Stylianou and E. Klabbers, "Discontinuity Detection in Concatenated Speech Synthesis Based on Nonlinear Speech Analysis", INTERSPEECH 2005 (pdf)
[1] Yannis Pantazis and Yannis Stylianou, "Non-Linear Speech Features for the Objective Detection of Discontinuities in Concatenative Speech Synthesis", Workshop on Nonlinear Speech Processing (WNSP'04), p. 373-383 (pdf)
PREPRINTS & REPORTS
[3] Anastasios Tsourtis, Yannis Pantazis and Ioannis Tsamardinos, ''Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data" (arXiv)
[2] Yannis Pantazis, Vincenzo Lagani, Paulos Charonyktakis and Ioannis Tsamardinos, ''Multiple Equivalent Solutions for the Lasso" (arXiv)
[1] Y. Stylianou, Y. Pantazis, F. Calderero, P. Larroy, F. Severin, S. Schimke, R. Bonal, F. Matta, and A. Valsamakis, "GMM-Based Multimodal Biometric Verification", ENTERFACE'05, 2005