دنبال کردن
Volkan Cevher
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
ایمیل تأیید شده در epfl.ch - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Model-based compressive sensing‏
RG Baraniuk, V Cevher, MF Duarte, C Hegde‏
IEEE Transactions on information theory 56 (4), 1982-2001, 2010‏
21312010
Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces‏
HA Filiz Yesilkoy, Eduardo R Arvelo, Yasaman Jahani, Mingkai Liu, Andreas ...‏
Nature Photonics, 2019‏
8382019
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
4062008
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
3972022
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
3752014
Bilinear generalized approximate message passing—Part I: Derivation‏
JT Parker, P Schniter, V Cevher‏
IEEE Transactions on Signal Processing 62 (22), 5839-5853, 2014‏
2652014
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
2552017
Sparse signal recovery using markov random fields‏
V Cevher, M Duarte, C Hegde, R Baraniuk‏
Advances in Neural Information Processing Systems 21, 2008‏
2262008
High-dimensional gaussian process bandits‏
J Djolonga, A Krause, V Cevher‏
Advances in neural information processing systems 26, 2013‏
2132013
Distributed target localization via spatial sparsity‏
V Cevher, MF Duarte, RG Baraniuk‏
2008 16th European signal processing conference, 1-5, 2008‏
2082008
A compressive beamforming method‏
AC Gurbuz, JH McClellan, V Cevher‏
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008‏
2062008
WASP: Scalable Bayes via barycenters of subset posteriors‏
S Srivastava, V Cevher, Q Dinh, D Dunson‏
Artificial intelligence and statistics, 912-920, 2015‏
1962015
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
1962010
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
1732021
Adversarially robust optimization with Gaussian processes‏
I Bogunovic, J Scarlett, S Jegelka, V Cevher‏
Advances in neural information processing systems 31, 2018‏
1562018
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
1522018
Submodular dictionary selection for sparse representation‏
A Krause, V Cevher‏
International Conference on Machine Learning (ICML), 2010‏
1502010
Lipschitz constant estimation of neural networks via sparse polynomial optimization‏
F Latorre, P Rolland, V Cevher‏
arXiv preprint arXiv:2004.08688, 2020‏
1492020
Vehicle speed estimation using acoustic wave patterns‏
V Cevher, R Chellappa, JH McClellan‏
IEEE Transactions on signal processing 57 (1), 30-47, 2008‏
1492008
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
1352018
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20