Conference Papers

Experimental assessment of an active (acoustic) liner prototype in an acoustic flow duct facility

Billon, KevinDe Bono, EmanuelePerez, MatthiasSalze, EdouardMatten, GaëlGillet, MartinOuisse, MorvanVolery, MaximeLissek, HervéMardjono, JackyCollet, ManuelFromme, PaulSu, Zhongqing 

2021-04-14.  SPIE Smart Structures + Nondestructive Evaluation, 2021, online, March 22-26, 2021. DOI : 10.1117/12.2583099.


Journal Papers

Connectome spectral analysis to track EEG task dynamics on a subsecond scale

Glomb, KatharinaQueralt, Joan RuePascucci, DavidDefferrard, MichaelTourbier, SebastienCarboni, MargheritaRubega, MariaVulliemoz, SergePlomp, GijsHagmann, Patric 

Neuroimage. 2020-11-01.  Vol. 221, p. 1-15, 117137. DOI : 10.1016/j.neuroimage.2020.117137.

Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison

Shuman, David I. 

Ieee Signal Processing Magazine. 2020-11-01.  Vol. 37, p. 43-63. DOI : 000587684700007.

Spikyball Sampling: Exploring Large Networks via an Inhomogeneous Filtered Diffusion

Ricaud, BenjaminAspert, NicolasMiz, Volodymyr 

Algorithms. 2020-10-30.  Vol. 13, p. 275. DOI : 10.3390/a13110275.

Development of a plasma electroacoustic actuator for active noise control applications

Sergeev, SLissek, HHowling, AFurno, IPlyushchev, GLeyland, P 

Journal of Physics D: Applied Physics. 2020-09-23.  Vol. 53, p. 495202. DOI : 10.1088/1361-6463/abafde.

Low frequency sound field reconstruction in a non-rectangular room using a small number of microphones

Pham Vu, ThachLissek, Hervé 

Acta Acustica. 2020-05-12.  Vol. 4, p. 5. DOI : 10.1051/aacus/2020006.

Improving sound absorption through nonlinear active electroacoustic resonators

Guo, XinxinFleury, RomainLissek, Hervé 

Physical Review Applied. 2020-01-10.  Vol. 13, p. 014018. DOI : 10.1103/PhysRevApplied.13.014018.

Conference Papers

How hard is to distinguish graphs with graph neural networks?

Loukas, Andreas 

2020-12-06.  Neural Information Processing Systems (NeurIPS), virtual, December 6-12, 2020.

Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation

Bayram, EdaWest, RobertGarcia Duran, Alberto 

2020-11-10.  IEEE International Conference on Acoustics, Speech and Signal Processing, Virtual, June 6-11, 2021.

What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions

Miz, VolodymyrHanna, JoëlleAspert, NicolasRicaud, BenjaminVandergheynst, Pierre 

2020-04-20.  The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020. DOI : 10.1145/3366424.3383567.

Graph Coarsening with Preserved Spectral Properties

Jin, YuLoukas, AndreasJaja, Joseph F. 

2020-01-01.  23rd International Conference on Artificial Intelligence and Statistics (AISTATS), ELECTR NETWORK, Aug 26-28, 2020. DOI : 000559931301063.

What graph neural networks cannot learn: depth vs width

Loukas, Andreas 

2020.  International Conference on Learning Representations, Addis Ababa, Ethiopia, April 26-30, 2020.

On the Relationship between Self-Attention and Convolutional Layers

Cordonnier, Jean-BaptisteLoukas, AndreasJaggi, Martin 

2020.  Eighth International Conference on Learning Representations - ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020.


Dynamic pattern recognition in large-scale graphs with applications to social networks

Miz, Volodymyr 

Lausanne, EPFL, 2020.  DOI : 10.5075/epfl-thesis-7633.

On Vacuous and Non-Vacuous Generalization Bounds for Deep Neural Networks.

Pitas, Konstantinos 

Lausanne, EPFL, 2020.  DOI : 10.5075/epfl-thesis-7437.

Sparse and Parametric Modeling with Applications to Acoustics and Audio

Peic Tukuljac, Helena 

Lausanne, EPFL, 2020.  DOI : 10.5075/epfl-thesis-7215.

On the optimal sampling design for the Graph Total Variation decoder: recovering piecewise-constant graph signals from a few vertex measurements

Cerqueira Gonzalez Pena, Rodrigo 

Lausanne, EPFL, 2020.  DOI : 10.5075/epfl-thesis-7219.


Probabilistic Deep Learning on Spheres for Weather/Climate Applications

Haddad, Yann Yasser 

2020-12-16,  Student Projects

Probabilistic Deep Learning on Spheres for Weather/Climate Applications

Feng, Wentao 

2020-12-16,  Student Projects

Social Network Architectures of Disinformation

Mekacher, Amin 

2020-08-14,  Student Projects

Musical Source Separation

Mocanu, Alexandru 

2020-08-14,  Student Projects

On the Experimental Transferability of Spectral Graph Convolutional Networks

Nilsson, Axel 

2020-06-19,  Student Projects

Geometric deep learning for medium-range weather prediction

Llorens Jover, Iciar 

2020-06-19,  Student Projects

Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs

Karalias, NikolaosLoukas, Andreas 

2020.  NeurIPS 2020 34th Conference on Neural Information Processing Systems, Vancouver, Canada, December 6-12, 2020.


Journal Papers

Active acoustic resonators with reconfigurable resonance frequency, absorption, and bandwidth

Koutserimpas, TheodorosRivet, EtienneLissek, HervéFleury, Romain 

Physical Review Applied. 2019-11-27.  Vol. 12, p. 054064. DOI : 10.1103/PhysRevApplied.12.054064.

Perception of Auditory Distance in Normal-Hearing and Moderate-to-Profound Hearing-Impaired Listeners

Courtois, GillesGrimaldi, VincentLissek, HervéEstoppey, PhilippeGeorganti, Eleftheria 

Trends in Hearing. 2019-11-27.  Vol. 23, p. 233121651988761. DOI : 10.1177/2331216519887615.

Broadband Nonreciprocal Acoustic Propagation Using Programmable Boundary Conditions: From Analytical Modeling to Experimental Implementation

Karkar, SamiDe Bono, EmanueleCollet, ManuelMatten, GaelOuisse, MorvanRivet, Etienne 

Physical Review Applied. 2019-11-13.  Vol. 12, p. 054033. DOI : 000496587700004.

Forecasting Time Series With VARMA Recursions on Graphs

Isufi, ElvinLoukas, AndreasPerraudin, NathanaelLeus, Geert 

IEEE Transactions on Signal Processing. 2019-09-15.  Vol. 67, p. 4870-4885. DOI : 10.1109/TSP.2019.2929930.

Stationary time-vertex signal processing

Loukas, AndreasPerraudin, Nathanaël 

EURASIP Journal on Advances in Signal Processing. 2019-08-20.  Vol. 2019, DOI : 10.1186/s13634-019-0631-7.

DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications

Perraudin, N.Defferrard, M.Kacprzak, T.Sgier, R. 

Astronomy And Computing. 2019-04-01.  Vol. 27, p. 130-146. DOI : 000469980300009.

Acoustic Supercoupling in a Zero-Compressibility Waveguide

Esfahlani, H.Byrne, M. S.McDermott, M.Alu, A. 

Research. 2019-01-01.  Vol. 2019, p. 2457870. DOI : 10.34133/2019/2457870.

Graph Reduction with Spectral and Cut Guarantees

Loukas, Andreas 

Journal of Machine Learning Research. 2019.  Vol. 20, p. 1-42. DOI : 000476625100001.

Conference Papers

Extrapolating Paths with Graph Neural Networks

Cordonnier, Jean-BaptisteLoukas, Andreas 

2019-08-10.  International Joint Conference on Artificial Intelligence, Macao, China, August 10-16, 2019.

Auditory externalization in hearing-impaired listeners with remote microphone systems for hearing aids

Grimaldi, VincentLissek, HervéCourtois, GillesGeorganti, EleftheriaEstoppey, Philippe 

2019-07-11.  26th International Congress on Sound & Vibration - ICSV26, Montréal, Québec, Canada, July 7-11, 2019.

Electroacoustic resonators: system identification and stability

de Bono, EmanueleCollet, ManuelKarkar, SamiMatten, GaëlLissek, HervéLaurence, Thomas 

2019-07-11.  26th International Congress on Sound & Vibration - ICSV26, Montréal, Québec, Canada, July 7-1, 2019.

A Graph-structured Dataset for Wikipedia Research

Aspert, NicolasMiz, VolodymyrRicaud, BenjaminVandergheynst, Pierre 

2019-05-13.  Companion Proceedings of the 2019 World Wide Web Conference (WWW '19 Companion), San Francisco, CA, USA, May 13-17, 2019. DOI : 10.1145/3308560.3316757.

A Sparsity Measure For Echo Density Growth In General Environments

Tukuljac, Helena PeicPulkki, VilleGamper, HannesGodin, KeithTashev, Ivan J.Raghuvanshi, Nikunj 

2019-01-01.  44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, ENGLAND, May 12-17, 2019. DOI : 10.1109/ICASSP.2019.8682878.

Tensor Robust Pca On Graphs

Shahid, NaumanGrassi, FrancescoVandergheynst, Pierre 

2019-01-01.  44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, ENGLAND, May 12-17, 2019. DOI : 10.1109/ICASSP.2019.8682990.

Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory

Miz, VolodymyrRicaud, BenjaminBenzi, KirellVandergheynst, Pierre 

2019-01-01.  World Wide Web Conference (WWW), San Francisco, CA, May 13-17, 2019. DOI : 000483508401032.

Wave-conversion active liner based on generalized Snell-Descartes law

Thomas, LaurenceLissek, Hervé 

2019.  The 26th International Congress on Sound and Vibration - ICSV26, Montréal, Québec, Canada, July 7-11, 2019.

Sound field reconstruction in a room using low-rank approximation of mode shapes: validation and application

Thach Pham VuLissek, Hervé 

2019.  The 26th International Congress on Sound and Vibration - ICSV26, Montréal, Québec, Canada, July 7-11, 2019.

Fully symmetrical single-suspension electrodynamic loudspeaker using a Halbach array

Laurence, ThomasLissek, Hervé 

2019.  The 26th International Congress on Sound and Vibration - ICSV26, Montréal, Québec, Canada, July 7-11, 2019.

Anomaly detection in the dynamics of web and social networks

Miz, VolodymyrRicaud, BenjaminBenzi, KirellVandergheynst, Pierre 

2019.  The Web Conference 2019, San Francisco, California, USA, May 13-17, 2019.


Fourier could be a data scientist: From graph Fourier transform to signal processing on graphs

Ricaud, BenjaminBorgnat, PierreTremblay, NicolasGoncalves, PauloVandergheynst, Pierre 

Issy-Les-Moulineaux, ELSEVIER FRANCE-EDITIONS SCIENTIFIQUES MEDICALES ELSEVIER, 2019-07-01,  Reviews DOI : 000489168300009.

Geometric Deep Learning for Volumetric Computational Fluid Dynamics

Zampieri, Luca 

2019-06-21,  Student Projects

Spherical Convolutionnal Neural Networks: Empirical Analysis of SCNNs

Gusset, Frédérick 

2019-06-21,  Student Projects

Exploiting symmetries (in images) with graph neural networks

Gallay, Charles 

2019-06-21,  Student Projects

Evaluation subjective d’un algorithme de spatialisation binaurale pour aides auditives par des sujets normo-entendants et malentendants

Courtois, Gilles AndréLissek, HervéEstoppey, PhilippeOesch, YvesGigandet, Xavier 

2019-04-25.  14ème Congrès Français d'Acoustique (CFA 2018), Le Havre, France, April 23-27, 2018.

Learning Representations of Source Code from Structure and Context

Bourgeois, Dylan 

2019-03-15,  Student Projects

Graph Laplacians for Rotation Equivariant Convolutional Neural Networks

Milani, Martino 

2019,  Student Projects


Journal Papers

A real-time optimal inverse planning for Gamma Knife radiosurgery by convex optimization: description of the system and first dosimetry data

Levivier, MarcCarrillo, Rafael E.Charrier, RemiMartin, AndreThiran, Jean-Philippe 

Journal Of Neurosurgery. 2018-12-01.  Vol. 129, p. 111-117. DOI : 000453374900017.

Designing Gabor windows using convex optimization

Perraudin, NathanaelHolighaus, NickiSondergaard, Peter L.Balazs, Peter 

Applied Mathematics And Computation. 2018-08-01.  Vol. 330, p. 266-287. DOI : 000427814300022.

Constant-pressure sound waves in non-Hermitian disordered media

Rivet, EtienneBrandstötter, AndreMakris, Konstantinos G.Lissek, HervéRotter, StefanFleury, Romain 

Nature Physics. 2018-07-02.  Vol. 14, p. 942-947. DOI : 10.1038/s41567-018-0188-7.

Inpainting of Long Audio Segments With Similarity Graphs

Perraudin, NathanaelHolighaus, NickiMajdak, PiotrBalazs, Peter 

Ieee-Acm Transactions On Audio Speech And Language Processing. 2018-06-01.  Vol. 26, p. 1079-1090. DOI : 000429979800005.

Duct modes damping through an adjustable electroacoustic liner under grazing incidence

Boulandet, R.Lissek, H.Karkar, S.Collet, M.Matten, G.Ouisse, M.Versaevel, M. 

Journal of Sound and Vibration. 2018-04-16.  Vol. 426, p. 19-33. DOI : 10.1016/j.jsv.2018.04.009.

Audio-visual sensory deprivation degrades visuo-tactile peri-personal space

Noel, Jean-PaulPark, Hyeong-DongPasqualini, IsabellaLissek, HerveWallace, MarkBlanke, OlafSerino, Andrea 

Consciousness and Cognition. 2018-04-02.  Vol. 61, p. 61-75. DOI : 10.1016/j.concog.2018.04.001.

Effects of Binaural Spatialization in Wireless Microphone Systems for Hearing Aids on Normal-Hearing and Hearing-Impaired Listeners

Courtois, Gilles AndréLissek, HervéEstoppey, PhillipeOesch, YvesGigandet, Xavier 

Trends in Hearing. 2018-02-18.  Vol. 22, p. 1-17. DOI : 10.1177/2331216517753548.

rDAN: Toward robust demand-aware network designs

Avin, ChenHercules, AlexandrLoukas, Andreas 

Information Processing Letters. 2018-01-03.  Vol. 133, p. 5-9. DOI : 10.1016/j.ipl.2017.12.008.

Adaptive Graph-Based Total Variation for Tomographic Reconstructions

Mahmood, FShahid, NSkoglund, UVandergheynst, P 

IEEE SIGNAL PROCESSING LETTERS. 2018.  Vol. 25, p. 700-704. DOI : 000430731900001.

Graph Signal Processing: Overview, Challenges and Applications

Ortega, AntonioFrossard, PascalKovacevic, JelenaMoura, Jose M. F.Vandergheynst, Pierre 

Proceedings of the IEEE. 2018.  Vol. 106, p. 808-828. DOI : 10.1109/JPROC.2018.2820126.

Toward Wideband Steerable Acoustic Metasurfaces with Arrays of Active Electroacoustic Resonators

Lissek, HervéRivet, EtienneLaurence, ThomasFleury, Romain 

Journal of Applied Physics. 2018.  Vol. 123, DOI : 10.1063/1.5011380.

Multi-degree-of-freedom low-frequency electroacoustic absorbers through coupled resonators

Rivet, EtienneKarkar, SamiLissek, Hervé 

Applied Acoustics. 2018.  Vol. 132, p. 109-117. DOI : 10.1016/j.apacoust.2017.10.019.

A Time-Vertex Signal Processing Framework

Grassi, FrancescoLoukas, AndreasPerraudin, NathanaëlRicaud, Benjamin 

IEEE Transactions on Signal Processing. 2018.  Vol. 66, p. 817-829. DOI : 10.1109/TSP.2017.2775589.

Random sampling of bandlimited signals on graphs

Puy, GillesTremblay, NicolasGribonval, RémiVandergheynst, Pierre 

Applied and Computational Harmonic Analysis. 2018.  Vol. 44, p. 446-475. DOI : 10.1016/j.acha.2016.05.005.

Global and Local Uncertainty Principles for Signals on Graphs

Perraudin, NathanaëlRicaud, BenjaminShuman, David IVandergheynst, Pierre 

APSIPA Transactions on Signal and Information Processing. 2018.  Vol. 7, p. e3. DOI : 10.1017/ATSIP.2018.2.

Distributed Signal Processing via Chebyshev Polynomial Approximation

Shuman, David I.Vandergheynst, PierreKressner, DanielFrossard, Pascal 

IEEE Transactions on Signal and Information Processing over Networks. 2018.  Vol. 4, p. 736-751. DOI : 10.1109/TSIPN.2018.2824239.

Conference Papers

Spectrally approximating large graphs with smaller graphs

Loukas, AndreasVandergheynst, Pierre 

2018-07-10.  International Conference in Machine Learning (ICML), Stockholmsmässan, Sweden, July 10-15, 2018.

Low Frequency Sound Field Reconstruction in Non-rectangular Room: A Numerical Validation

Pham Vu, ThachRivet, EtienneLissek, Hervé 

2018-05-30.  Euronoise 2018 - 11th European Congress and Exposition on Noise Control Engineering, Crete, Greece, May 27-31, 2018.

Subjective evaluation of a spatialization feature for hearing aids by normal-hearing and hearing-impaired subjects

Courtois, Gilles AndréLissek, HervéEstoppey, PhilippeOesch, YvesGigandet, Xavier 

2018-05-14.  144th Audio Engineering Society Convention, Milano, Italy, May 24-26, 2018.

MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval

Tukuljac, Helena PeicDeleforge, AntoineGribonval, Remi 

2018-01-01.  32nd Conference on Neural Information Processing Systems (NIPS), Montreal, CANADA, Dec 02-08, 2018. DOI : 000461823302021.

Joint Estimation Of The Room Geometry And Modes With Compressed Sensing

Tukuljac, Helena PeicThach Pham VuLissek, HerveVandergheynst, Pierre 

2018-01-01.  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, CANADA, Apr 15-20, 2018. DOI : 10.1109/ICASSP.2018.8462655.

MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval

Peic Tukuljac, HelenaDeleforge, AntoineGribonval, Rémi 

2018.  NIPS 2018 (Thirty-second Conference on Neural Information Processing Systems), Montreal, Canada, December 2-8, 2018.

Objective evaluation of static beamforming on the quality of speech in noise

Grimaldi, VincentCourtois, Gilles AndréLissek, HervéGeorganti, Eleftheria 

2018.  Euronoise, Heraklion, Crete, Greece, May 27-31, 2018.

Experimental evaluation of speech enhancement methods in remote microphone systems for hearing aids

Courtois, Gilles AndréGrimaldi, VincentLissek, HervéKodrasi, InaGeorganti, Eleftheria 

2018.  Euronoise, Heraklion, Crete, Greece, May 27-31, 2018.

Fast Approximate Spectral Clustering for Dynamic Networks

Martin, LionelLoukas, AndreasVandergheynst, Pierre 

2018.  International Conference in Machine Learning (ICML), Stockholmsmässan, Sweden, July 10-15, 2018.


Robust and Efficient Data Clustering with Signal Processing on Graphs

Martin, Lionel Jérémie 

Lausanne, EPFL, 2018.  DOI : 10.5075/epfl-thesis-8184.


Development of a wideband steerable acoustic metasurface composed of active electroacoustic resonators with COMSOL

Lissek, HervéRivet, EtienneLaurence, ThomasFleury, Romain 

2018-10-22.  COMSOL Conference 2018, Lausanne, Switzerland, October 22-24, 2018.

Deep learning on graph for semantic segmentation of point cloud

Cherqui, Alexandre 

2018-07-02,  Student Projects

Conception d'une zone d'écoute personnelle par contrôle d'impédance déporté

Laurence, ThomasBoulandet, RomainDesarzens, LionelLissek, Hervé 

2018-04-27.  14ème Congrès Français d'Acoustique (CFA 2018), Le Havre, France, April 23-27, 2018.

Ondes acoustiques à amplitude constante dans des milieux désordonnés non-Hermitiens

Rivet, EtienneBrandstötter, AndréMakris, KonstatinosLissek, HervéRotter, StefanFleury, Romain 

2018-04-27.  14ème Congrès Français d'Acoustique (CFA 2018), Le Havre, France, April 23-27, 2018.

Absorption active dans un conduit avec écoulement à l'aide d'un liner électroacoustique

Boulandet, RomainLissek, HervéKarkar, SamiCollet, ManuelMatten, GaëlOuisse, MorvanVersaevel, Marc 

2018-04-27.  14ème Congrès Français d'Acoustique (CFA 2018), Le Havre, France, April 23-27, 2018.

Développement et validation d'une métasurface acoustique orientable large bande composée de résonateurs électroacoustiques actifs

Lissek, HervéRivet, EtienneLaurence, ThomasFleury, Romain 

2018.  14e Congrès Français d'Acoustique (CFA2018), Le Havre, 23-27 avril 2018.


Journal Papers

Filtering Random Graph Processes Over Random Time-Varying Graphs

Isufi, ElvinLoukas, AndreasSimonetto, AndreaLeus, Geert 

Ieee Transactions On Signal Processing. 2017.  Vol. 65, p. 4406-4421. DOI : 10.1109/Tsp.2017.2706186.

Design of Remote Quiet Zones Using Spot-Type Sound Reducers

Boulandet, RomainLaurence, ThomasLissek, Hervé 

Acta Acustica united with Acustica. 2017.  Vol. 103, p. 858-868. DOI : 000411781500015.

Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems

Griffa, AlessandraRicaud, BenjaminBenzi, KirellBresson, XavierDaducci, AlessandroVandergheynst, PierreThiran, Jean-PhilippeHagmann, Patric 

Neuroimage. 2017.  Vol. 155, p. 490-502. DOI : 10.1016/j.neuroimage.2017.04.015.

On the Optimisation of Multi-Degree-of-Freedom Acoustic Impedances of Low-Frequency Electroacoustic Absorbers for Room Modal Equalisation

Rivet, EtienneKarkar, SamiLissek, Hervé 

Acta Acustica united with Acustica. 2017.  Vol. 103, p. 1025-1036. DOI : 000417126700015.

No need to shout: Effect of signal loudness on sibling communication in barn owls

Dreiss, Amélie N.Ducouret, PaulineRuppli, Charlène A.Rossier, VirginieHernandez, LucileFalourd, XavierMarmaroli, PatrickCazau, DorianLissek, HervéRoulin, Alexandre 

Ethology. 2017.  Vol. 123, p. 419-424. DOI : 000403456000003.

Conference Papers

Towards Stationary Time-Vertex Signal Processing

Perraudin, NathanaelLoukas, AndreasGrassi, FrancescoVandergheynst, Pierre 

2017.  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, MAR 05-09, 2017. DOI : 10.1109/ICASSP.2017.7952890.

Large Scale Graph Learning from Smooth Signals

Kalofolias, VassilisPerraudin, Nathanaël 

2017.  None,

Development of Leaky-Wave Antenna Applications with Acoustics Metamaterials: from the Acoustic Dispersive Prism to Sound Direction Finding with a Single Microphone

Lissek, HervéEsfahlani, HusseinMosig, Juan RamonKarkar, Sami 

2017.  11th International Congress on Engineered Material Platforms for Novel Wave Phenomena - Metamaterials 2017, Marseille, France, August 28 - September 2. DOI : 10.1109/MetaMaterials.2017.8107890.

Localization of Sound Sources in a Room with One Microphone

Peic Tukuljac, HelenaLissek, HervéVandergheynst, Pierre 

2017.  Wavelets and Sparsity XVII, San Diego, California, USA, August 6-9, 2017. DOI : 10.1117/12.2271249.

How close are the eigenvectors and eigenvalues of the sample and actual covariance matrices?

Loukas, Andreas 

2017.  International Conference on Machine Learning (ICML), Sydney, August 8-11, 2017.

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

Seo, YoungjooDefferrard, MichaëlVandergheynst, PierreBresson, Xavier 

2017.  None, DOI : 1612.07659.

FMA: A Dataset For Music Analysis

Defferrard, MichaëlBenzi, KirellVandergheynst, PierreBresson, Xavier 

2017.  18th International Society for Music Information Retrieval Conference, Suzhou, China, October 23-28, 2017. DOI : 1612.01840.


Scalable Low-rank Matrix and Tensor Decomposition on Graphs

Shahid, Nauman 

Lausanne, EPFL, 2017.  DOI : 10.5075/epfl-thesis-7958.

Graph-based Methods for Visualization and Clustering

Paratte, Johann 

Lausanne, EPFL, 2017.  DOI : 10.5075/epfl-thesis-7952.

Graph-based structures in data science

Perraudin, Nathanaël 

Lausanne, EPFL, 2017.  DOI : 10.5075/epfl-thesis-7644.


System, device, and method for contextual knowledge retrieval and display

Vandergheynst, PierreRicaud, BenjaminBenzi, Kirell 

2017,  Patents DOI : 58873840.

Assessment of a metamaterial-inspired active acoustic liner concept for application to aircraft engine noise reduction

Lissek, HervéBoulandet, RomainCollet, ManuelKarkar, SamiOuisse, MorvanMatten, GaëlVersaevel, Marc 

2017.  Workshop "Applications industrielles des métamatériaux acoustiques", Marseille, France, September 1, 2017.

Compressive Embedding and Visualization using Graphs

Paratte, JohannPerraudin, NathanaëlVandergheynst, Pierre 

Lausanne, arXiv e-print archive, 2017,  Reports DOI : 1702.05815.