Volkan Cevher

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Referințe bibliografice	16068	8597
h-index	62	45
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Jonathan ScarlettAssociate Professor, Computer Science and Mathematics, National University of SingaporeAdresă de e-mail confirmată pe comp.nus.edu.sg
Alp YurtseverUmeå UniversityAdresă de e-mail confirmată pe umu.se
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityAdresă de e-mail confirmată pe rice.edu
Quoc Tran-DinhDepartment of Statistics and Operations Research, UNCAdresă de e-mail confirmată pe email.unc.edu
Anastasios KyrillidisNoah Harding CS Associate Professor, Ken Kennedy Institute Fellow, Dean Fellow, Rice UniversityAdresă de e-mail confirmată pe rice.edu
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechAdresă de e-mail confirmată pe caltech.edu
Marco F. DuarteAssociate Professor of Electrical and Computer Engineering, University of Massachusetts AmherstAdresă de e-mail confirmată pe ecs.umass.edu
Ilija BogunovicAssistant professor, UCLAdresă de e-mail confirmată pe ucl.ac.uk
Madeleine UdellAssistant Professor, Management Science and Engineering, Stanford UniversityAdresă de e-mail confirmată pe stanford.edu
Olivier FercoqTelecom ParisAdresă de e-mail confirmată pe telecom-paristech.fr
Chinmay HegdeNew York UniversityAdresă de e-mail confirmată pe nyu.edu
Yen-Huan LiAssociate Professor of Computer Science, National Taiwan UniversityAdresă de e-mail confirmată pe csie.ntu.edu.tw
Stephen BeckerAssociate Professor at University of ColoradoAdresă de e-mail confirmată pe colorado.edu
Luca BaldassarreAI Governance Director, Swiss ReAdresă de e-mail confirmată pe swissre.com
Afsaneh AsaeiHead of AIAdresă de e-mail confirmată pe unternehmertum.de
Hervé BourlardDirector, Idiap Research Institute; Professor at EPFLAdresă de e-mail confirmată pe idiap.ch
Aswin C SankaranarayananProfessor, ECE, Carnegie Mellon UniversityAdresă de e-mail confirmată pe andrew.cmu.edu
Philip SchniterThe Ohio State UniversityAdresă de e-mail confirmată pe osu.edu
Andreas KrauseProfessor of Computer Science, ETH ZurichAdresă de e-mail confirmată pe inf.ethz.ch
Cosimo AprileEPFLAdresă de e-mail confirmată pe epfl.ch

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Volkan Cevher

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

Adresă de e-mail confirmată pe epfl.ch - Pagina de pornire

Machine Learning Optimization Signal Processing Information Theory Statistics


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Model-based compressive sensing RG Baraniuk, V Cevher, MF Duarte, C Hegde IEEE Transactions on information theory 56 (4), 1982-2001, 2010	2131	2010
Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces HA Filiz Yesilkoy, Eduardo R Arvelo, Yasaman Jahani, Mingkai Liu, Andreas ... Nature Photonics, 2019	839	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	406	2008
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	403	2022
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	375	2014
Bilinear generalized approximate message passing—Part I: Derivation JT Parker, P Schniter, V Cevher IEEE Transactions on Signal Processing 62 (22), 5839-5853, 2014	265	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	255	2017
Sparse signal recovery using markov random fields V Cevher, M Duarte, C Hegde, R Baraniuk Advances in Neural Information Processing Systems 21, 2008	226	2008
High-dimensional gaussian process bandits J Djolonga, A Krause, V Cevher Advances in neural information processing systems 26, 2013	214	2013
Distributed target localization via spatial sparsity V Cevher, MF Duarte, RG Baraniuk 2008 16th European signal processing conference, 1-5, 2008	208	2008
A compressive beamforming method AC Gurbuz, JH McClellan, V Cevher 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	206	2008
WASP: Scalable Bayes via barycenters of subset posteriors S Srivastava, V Cevher, Q Dinh, D Dunson Artificial intelligence and statistics, 912-920, 2015	196	2015
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	196	2010
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	173	2021
Adversarially robust optimization with Gaussian processes I Bogunovic, J Scarlett, S Jegelka, V Cevher Advances in neural information processing systems 31, 2018	158	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	152	2018
Lipschitz constant estimation of neural networks via sparse polynomial optimization F Latorre, P Rolland, V Cevher arXiv preprint arXiv:2004.08688, 2020	150	2020
Submodular dictionary selection for sparse representation A Krause, V Cevher International Conference on Machine Learning (ICML), 2010	150	2010
Vehicle speed estimation using acoustic wave patterns V Cevher, R Chellappa, JH McClellan IEEE Transactions on signal processing 57 (1), 30-47, 2008	149	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	137	2018

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