Volkan Cevher

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Jonathan ScarlettAssociate Professor, Computer Science and Mathematics, National University of SingaporeDirección de correo verificada de comp.nus.edu.sg
Alp YurtseverUmeå UniversityDirección de correo verificada de umu.se
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityDirección de correo verificada de rice.edu
Quoc Tran-DinhDepartment of Statistics and Operations Research, UNCDirección de correo verificada de email.unc.edu
Anastasios KyrillidisAssociate Professor, Computer Science Department, Ken Kennedy Institute Fellow, Rice UniversityDirección de correo verificada de rice.edu
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechDirección de correo verificada de caltech.edu
Marco F. DuarteAssociate Professor of Electrical and Computer Engineering, University of Massachusetts AmherstDirección de correo verificada de ecs.umass.edu
Ilija BogunovicAssistant professor, UCLDirección de correo verificada de ucl.ac.uk
Madeleine UdellAssistant Professor, Management Science and Engineering, Stanford UniversityDirección de correo verificada de stanford.edu
Chinmay HegdeNew York UniversityDirección de correo verificada de nyu.edu
Olivier FercoqTelecom ParisDirección de correo verificada de telecom-paristech.fr
Yen-Huan LiAssociate Professor of Computer Science, National Taiwan UniversityDirección de correo verificada de csie.ntu.edu.tw
Stephen BeckerAssociate Professor at University of ColoradoDirección de correo verificada de colorado.edu
Luca BaldassarreAI Governance Director, Swiss ReDirección de correo verificada de swissre.com
Afsaneh AsaeiHead of AIDirección de correo verificada de unternehmertum.de
Aswin C SankaranarayananProfessor, ECE, Carnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu
Hervé BourlardDirector, Idiap Research Institute; Professor at EPFLDirección de correo verificada de idiap.ch
Philip SchniterThe Ohio State UniversityDirección de correo verificada de osu.edu
Andreas KrauseProfessor of Computer Science, ETH ZurichDirección de correo verificada de inf.ethz.ch
Cosimo AprileEPFLDirección de correo verificada de epfl.ch

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Volkan Cevher

Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).

Dirección de correo verificada de epfl.ch - Página principal

Machine Learning Optimization Signal Processing Information Theory Statistics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Model-based compressive sensing RG Baraniuk, V Cevher, MF Duarte, C Hegde IEEE Transactions on information theory 56 (4), 1982-2001, 2010	2120	2010
Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces HA Filiz Yesilkoy, Eduardo R Arvelo, Yasaman Jahani, Mingkai Liu, Andreas ... Nature Photonics, 2019	808	2019
Compressive sensing for background subtraction V Cevher, A Sankaranarayanan, MF Duarte, D Reddy, RG Baraniuk, ... Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008	409	2008
Convex optimization for big data: Scalable, randomized, and parallel algorithms for big data analytics V Cevher, S Becker, M Schmidt IEEE Signal Processing Magazine 31 (5), 32-43, 2014	370	2014
Digress: Discrete denoising diffusion for graph generation C Vignac, I Krawczuk, A Siraudin, B Wang, V Cevher, P Frossard arXiv preprint arXiv:2209.14734, 2022	318	2022
Bilinear generalized approximate message passing—Part I: Derivation JT Parker, P Schniter, V Cevher IEEE Transactions on Signal Processing 62 (22), 5839-5853, 2014	278	2014
Practical sketching algorithms for low-rank matrix approximation JA Tropp, A Yurtsever, M Udell, V Cevher SIAM Journal on Matrix Analysis and Applications 38 (4), 1454-1485, 2017	254	2017
Sparse signal recovery using markov random fields V Cevher, M Duarte, C Hegde, R Baraniuk Advances in Neural Information Processing Systems 21, 2008	225	2008
High-dimensional gaussian process bandits J Djolonga, A Krause, V Cevher Advances in neural information processing systems 26, 2013	209	2013
Distributed target localization via spatial sparsity V Cevher, MF Duarte, RG Baraniuk 2008 16th European signal processing conference, 1-5, 2008	207	2008
A compressive beamforming method AC Gurbuz, JH McClellan, V Cevher 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	203	2008
Low-dimensional models for dimensionality reduction and signal recovery: A geometric perspective RG Baraniuk, V Cevher, MB Wakin Proceedings of the IEEE 98 (6), 959-971, 2010	201	2010
WASP: Scalable Bayes via barycenters of subset posteriors S Srivastava, V Cevher, Q Dinh, D Dunson Artificial intelligence and statistics, 912-920, 2015	189	2015
Scalable semidefinite programming A Yurtsever, JA Tropp, O Fercoq, M Udell, V Cevher SIAM Journal on Mathematics of Data Science 3 (1), 171-200, 2021	166	2021
Adversarially robust optimization with Gaussian processes I Bogunovic, J Scarlett, S Jegelka, V Cevher Advances in neural information processing systems 31, 2018	152	2018
Learning-based compressive MRI B Gözcü, RK Mahabadi, YH Li, E Ilıcak, T Cukur, J Scarlett, V Cevher IEEE transactions on medical imaging 37 (6), 1394-1406, 2018	150	2018
Lipschitz constant estimation of neural networks via sparse polynomial optimization F Latorre, P Rolland, V Cevher arXiv preprint arXiv:2004.08688, 2020	148	2020
Submodular dictionary selection for sparse representation A Krause, V Cevher International Conference on Machine Learning (ICML), 2010	147	2010
Vehicle speed estimation using acoustic wave patterns V Cevher, R Chellappa, JH McClellan IEEE Transactions on signal processing 57 (1), 30-47, 2008	147	2008
High-dimensional Bayesian optimization via additive models with overlapping groups P Rolland, J Scarlett, I Bogunovic, V Cevher International conference on artificial intelligence and statistics, 298-307, 2018	131	2018

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