Yannis Pantazis

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 34

Top Topics

Statistical Estimation

Gene Expression

Feature Representations

Dimensionality Reduction

Top Venues

Publications

Aisha Fayomi, Yannis Pantazis, Michail Tsagris, Andrew T. A. Wood
Cauchy robust principal component analysis with applications to high-dimensional data sets. Stat. Comput. 34 (1) (2024)
Michaela Areti Zervou, Effrosyni Doutsi, Yannis Pantazis, Panagiotis Tsakalides
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold. ICASSP (2024)
Anastasis Litsas, Fotis Fraggelakis, George D. Tsibidis, Emmanuel Stratakis, Yannis Pantazis
Inferring the Parameters of Ultrafast Lasers from Images with Surface Patterns. ISPA (2023)
Olympia Simantiraki, Yannis Pantazis, Martin Cooke
The effect of masking noise on listeners' spectral tilt preferences. INTERSPEECH (2023)
Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos
Learning biologically-interpretable latent representations for gene expression data. Mach. Learn. 112 (11) (2023)
Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou, Markos A. Katsoulakis
Cumulant GAN. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet, Markos A. Katsoulakis
Function-space regularized Rényi divergences. ICLR (2023)
Jeremiah Birrell, Markos A. Katsoulakis, Yannis Pantazis
Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation. IEEE Trans. Inf. Theory 68 (7) (2022)
Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet
Function-space regularized Rényi divergences. CoRR (2022)
Hyemin Gu, Panagiota Birmpa, Yannis Pantazis, Luc Rey-Bellet, Markos A. Katsoulakis
Lipschitz regularized gradient flows and latent generative particles. CoRR (2022)
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet
(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics. J. Mach. Learn. Res. 23 (2022)
Michail Fasoulakis, Evangelos Markakis, Yannis Pantazis, Constantinos Varsos
Forward Looking Best-Response Multiplicative Weights Update Methods for Bilinear Zero-sum Games. AISTATS (2022)
Dipjyoti Paul, Sankar Mukherjee, Yannis Pantazis, Yannis Stylianou
A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization. Interspeech (2021)
Michail Fasoulakis, Evangelos Markakis, Yannis Pantazis, Constantinos Varsos
Forward Looking Best-Response Multiplicative Weights Update Methods. CoRR (2021)
Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou, Markos A. Katsoulakis
Cumulant GAN. CoRR (2020)
Jeremiah Birrell, Markos A. Katsoulakis, Yannis Pantazis
Optimizing variational representations of divergences and accelerating their statistical estimation. CoRR (2020)
Anastasios Tsourtis, Yannis Pantazis, Ioannis Tsamardinos
Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data. CoRR (2020)
Maria Christina Velli, George D. Tsibidis, Alexandros Mimidis, Evangelos Skoulas, Yannis Pantazis, Emmanuel Stratakis
Predictive modeling approaches in laser-based material processing. CoRR (2020)
Olympia Simantiraki, Martin Cooke, Yannis Pantazis
Effects of Spectral Tilt on Listeners' Preferences And Intelligibility. ICASSP (2020)
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet
(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics. CoRR (2020)
Dipjyoti Paul, P. V. Muhammed Shifas, Yannis Pantazis, Yannis Stylianou
Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion. INTERSPEECH (2020)
Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions. CoRR (2020)
Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos
Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions. BIBM (2020)
Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions. INTERSPEECH (2020)
Dipjyoti Paul, P. V. Muhammed Shifas, Yannis Pantazis, Yannis Stylianou
Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style Conversion. CoRR (2020)
Ioulia Karagiannaki, Yannis Pantazis, Ekaterini Chatzaki, Ioannis Tsamardinos
Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data. DS (2020)
Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou
Training Generative Adversarial Networks With Weights. EUSIPCO (2019)
Yannis Pantazis, Vassilis Tsiaras, Yannis Stylianou
Connections between Reassigned Spectrum and Least Squares Estimation for Sinusoidal Models. EUSIPCO (2019)
Nagaraj Adiga, Yannis Pantazis, Vassilis Tsiaras, Yannis Stylianou
Speech Enhancement for Noise-Robust Speech Synthesis Using Wasserstein GAN. INTERSPEECH (2019)
Thomais Asvestopoulou, Victoria Manousaki, Antonis Psistakis, Erjona Nikolli, Vassilios Andreadakis, Ioannis M. Aslanides, Yannis Pantazis, Ioannis Smyrnakis, Maria Papadopouli
Towards a Robust and Accurate Screening Tool for Dyslexia with Data Augmentation using GANs. BIBE (2019)
Yannis Pantazis, Ioannis Tsamardinos
A unified approach for sparse dynamical system inference from temporal measurements. Bioinform. 35 (18) (2019)
Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou
Non-Parallel Voice Conversion Using Weighted Generative Adversarial Networks. INTERSPEECH (2019)
Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou
Training Generative Adversarial Networks with Weights. CoRR (2018)
Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Petr Plechác
Path-Space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis, Vagelis Harmandaris
Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics. CoRR (2014)
Yannis Pantazis, Markos A. Katsoulakis, Dionisios G. Vlachos
Parametric Sensitivity Analysis for Biochemical Reaction Networks based on Pathwise Information Theory CoRR (2013)
Yannis Pantazis, Markos A. Katsoulakis, Dionisios G. Vlachos
Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theory. BMC Bioinform. 14 (2013)
George P. Kafentzis, Yannis Pantazis, Olivier Rosec, Yannis Stylianou
An extension of the adaptive Quasi-Harmonic Model. ICASSP (2012)
Maria Koutsogiannaki, Yannis Pantazis, Yannis Stylianou, Philippe H. Dejonckere
Tremor in speakers with spasmodic dysphonia. MAVEBA (2011)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
Adaptive AM-FM Signal Decomposition With Application to Speech Analysis. IEEE Trans. Speech Audio Process. 19 (2) (2011)
Georgios Tzedakis, Yannis Pantazis, Olivier Rosec, Yannis Stylianou
Fast least-squares solution for sinusoidal, harmonic and quasi-harmonic models. INTERSPEECH (2010)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
Reply to "Comments on 'Iterative Estimation of Sinusoidal Signal Parameters'". IEEE Signal Process. Lett. 17 (12) (2010)
Yannis Pantazis, Georgios Tzedakis, Olivier Rosec, Yannis Stylianou
Analysis/synthesis of speech based on an adaptive quasi-harmonic plus noise model. ICASSP (2010)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
On the robustness of the Quasi-Harmonic model of speech. ICASSP (2010)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
Iterative Estimation of Sinusoidal Signal Parameters. IEEE Signal Process. Lett. 17 (5) (2010)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
Chirp rate estimation of speech based on a time-varying quasi-harmonic model. ICASSP (2009)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
AM-FM estimation for speech based on a time-varying sinusoidal model. INTERSPEECH (2009)
Yannis Pantazis, Maria Koutsogiannaki, Yannis Stylianou
A novel method for the extraction of vocal tremor. MAVEBA (2009)
Yannis Pantazis, Yannis Stylianou
Improving the modeling of the noise part in the harmonic plus noise model of speech. ICASSP (2008)
Yannis Pantazis, Olivier Rosec, Yannis Stylianou
On the properties of a time-varying quasi-harmonic model of speech. INTERSPEECH (2008)
Yannis Pantazis, Yannis Stylianou
On the Detection of Discontinuities in Concatenative Speech Synthesis. WNSP (2005)
Yannis Pantazis, Yannis Stylianou, Esther Klabbers
Discontinuity detection in concatenated speech synthesis based on nonlinear speech analysis. INTERSPEECH (2005)
Yannis Pantazis, Yannis Stylianou
Nonlinear Speech Features for the Objective Detection of Discontinuities in Concatenative Speech Synthesis. Summer School on Neural Networks (2004)