Yannis Pantazis

According to our database, Yannis Pantazis authored at least 45 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Cauchy robust principal component analysis with applications to high-dimensional data sets.

Aisha Fayomi, Yannis Pantazis, Michail Tsagris, Andrew T. A. Wood

Stat. Comput., February, 2024

2023

Cumulant GAN.

Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou, Markos A. Katsoulakis

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Learning biologically-interpretable latent representations for gene expression data.

Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos

Mach. Learn., November, 2023

Inferring the Parameters of Ultrafast Lasers from Images with Surface Patterns.

Anastasis Litsas, Fotis Fraggelakis, George D. Tsibidis, Emmanuel Stratakis, Yannis Pantazis

Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

Function-space regularized Rényi divergences.

Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet, Markos A. Katsoulakis

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation.

Jeremiah Birrell, Markos A. Katsoulakis, Yannis Pantazis

IEEE Trans. Inf. Theory, 2022

(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.

Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet

J. Mach. Learn. Res., 2022

Lipschitz regularized gradient flows and latent generative particles.

Hyemin Gu, Panagiota Birmpa, Yannis Pantazis, Luc Rey-Bellet, Markos A. Katsoulakis

CoRR, 2022

Forward Looking Best-Response Multiplicative Weights Update Methods for Bilinear Zero-sum Games.

Michail Fasoulakis, Evangelos Markakis, Yannis Pantazis, Constantinos Varsos

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Forward Looking Best-Response Multiplicative Weights Update Methods.

Michail Fasoulakis, Evangelos Markakis, Yannis Pantazis, Constantinos Varsos

CoRR, 2021

A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization.

Dipjyoti Paul, Sankar Mukherjee, Yannis Pantazis, Yannis Stylianou

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data.

Anastasios Tsourtis, Yannis Pantazis, Ioannis Tsamardinos

CoRR, 2020

(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.

Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet

CoRR, 2020

Predictive modeling approaches in laser-based material processing.

Maria Christina Velli, George D. Tsibidis, Alexandros Mimidis, Evangelos Skoulas, Yannis Pantazis, Emmanuel Stratakis

CoRR, 2020

Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion.

Dipjyoti Paul, P. V. Muhammed Shifas, Yannis Pantazis, Yannis Stylianou

Proceedings of the Interspeech 2020, 2020

Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions.

Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou

Proceedings of the Interspeech 2020, 2020

Effects of Spectral Tilt on Listeners' Preferences And Intelligibility.

Olympia Simantiraki, Martin Cooke, Yannis Pantazis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data.

Ioulia Karagiannaki, Yannis Pantazis, Ekaterini Chatzaki, Ioannis Tsamardinos

Proceedings of the Discovery Science - 23rd International Conference, 2020

Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions.

Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

A unified approach for sparse dynamical system inference from temporal measurements.

Yannis Pantazis, Ioannis Tsamardinos

Bioinform., 2019

Non-Parallel Voice Conversion Using Weighted Generative Adversarial Networks.

Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou

Proceedings of the Interspeech 2019, 2019

Speech Enhancement for Noise-Robust Speech Synthesis Using Wasserstein GAN.

Nagaraj Adiga, Yannis Pantazis, Vassilis Tsiaras, Yannis Stylianou

Proceedings of the Interspeech 2019, 2019

Connections between Reassigned Spectrum and Least Squares Estimation for Sinusoidal Models.

Yannis Pantazis, Vassilis Tsiaras, Yannis Stylianou

Proceedings of the 27th European Signal Processing Conference, 2019

Training Generative Adversarial Networks With Weights.

Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou

Proceedings of the 27th European Signal Processing Conference, 2019

Towards a Robust and Accurate Screening Tool for Dyslexia with Data Augmentation using GANs.

Thomais Asvestopoulou, Victoria Manousaki, Antonis Psistakis, Erjona Nikolli, Vassilios Andreadakis, Ioannis M. Aslanides, Yannis Pantazis, Ioannis Smyrnakis, Maria Papadopouli

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2016

Path-Space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics.

Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Petr Plechác

SIAM/ASA J. Uncertain. Quantification, 2016

2014

Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics.

Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis, Vagelis Harmandaris

CoRR, 2014

2013

Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theory.

Yannis Pantazis, Markos A. Katsoulakis, Dionisios G. Vlachos

BMC Bioinform., 2013

2012

An extension of the adaptive Quasi-Harmonic Model.

George P. Kafentzis, Yannis Pantazis, Olivier Rosec, Yannis Stylianou

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Adaptive AM-FM Signal Decomposition With Application to Speech Analysis.

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

IEEE Trans. Speech Audio Process., 2011

Tremor in speakers with spasmodic dysphonia.

Maria Koutsogiannaki, Yannis Pantazis, Yannis Stylianou, Philippe H. Dejonckere

Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011

2010

Decomposition of AM-FM signals with applications in speech processing

Yannis Pantazis

PhD thesis, 2010

Reply to "Comments on 'Iterative Estimation of Sinusoidal Signal Parameters'".

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

IEEE Signal Process. Lett., 2010

Iterative Estimation of Sinusoidal Signal Parameters.

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

IEEE Signal Process. Lett., 2010

Fast least-squares solution for sinusoidal, harmonic and quasi-harmonic models.

Georgios Tzedakis, Yannis Pantazis, Olivier Rosec, Yannis Stylianou

Proceedings of the INTERSPEECH 2010, 2010

Analysis/synthesis of speech based on an adaptive quasi-harmonic plus noise model.

Yannis Pantazis, Georgios Tzedakis, Olivier Rosec, Yannis Stylianou

Proceedings of the IEEE International Conference on Acoustics, 2010

On the robustness of the Quasi-Harmonic model of speech.

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

A novel method for the extraction of vocal tremor.

Yannis Pantazis, Maria Koutsogiannaki, Yannis Stylianou

Proceedings of the Sixth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2009

AM-FM estimation for speech based on a time-varying sinusoidal model.

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

Proceedings of the INTERSPEECH 2009, 2009

Chirp rate estimation of speech based on a time-varying quasi-harmonic model.

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

On the properties of a time-varying quasi-harmonic model of speech.

Yannis Pantazis, Olivier Rosec, Yannis Stylianou

Proceedings of the INTERSPEECH 2008, 2008

Improving the modeling of the noise part in the harmonic plus noise model of speech.

Yannis Pantazis, Yannis Stylianou

Proceedings of the IEEE International Conference on Acoustics, 2008

2005

On the Detection of Discontinuities in Concatenative Speech Synthesis.

Yannis Pantazis, Yannis Stylianou

Proceedings of the Progress in Nonlinear Speech Processing, 2005

Discontinuity detection in concatenated speech synthesis based on nonlinear speech analysis.

Yannis Pantazis, Yannis Stylianou, Esther Klabbers

Proceedings of the INTERSPEECH 2005, 2005

2004

Nonlinear Speech Features for the Objective Detection of Discontinuities in Concatenative Speech Synthesis.

Yannis Pantazis, Yannis Stylianou

Proceedings of the Nonlinear Speech Modeling and Applications, 2004