☰

Volkan Cevher, Ph.D. - Publications

Affiliations: 
2005 Georgia Institute of Technology, Atlanta, GA 
Area:
Electronics and Electrical Engineering
Tree Info Similar researchers PubMed Report error

43 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Lin J, Rudi A, Rosasco L, Cevher V. Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces Applied and Computational Harmonic Analysis. 48: 868-890. DOI: 10.1016/J.Acha.2018.09.009  0.371
2020 Tran-Dinh Q, Alacaoglu A, Fercoq O, Cevher V. An adaptive primal-dual framework for nonsmooth convex minimization Mathematical Programming Computation. 12: 451-491. DOI: 10.1007/S12532-019-00173-3  0.382
2020 Cevher V, Vũ BC. A reflected forward-backward splitting method for monotone inclusions involving Lipschitzian operators Set-Valued and Variational Analysis. 1-12. DOI: 10.1007/S11228-020-00542-4  0.315
2019 Mahabadi RK, Lin J, Cevher V. A Learning-Based Framework for Quantized Compressed Sensing Ieee Signal Processing Letters. 26: 883-887. DOI: 10.1109/Lsp.2019.2898350  0.308
2019 Li Y, Cevher V. Convergence of the Exponentiated Gradient Method with Armijo Line Search Journal of Optimization Theory and Applications. 181: 588-607. DOI: 10.1007/S10957-018-1428-9  0.3
2018 Gozcu B, Mahabadi RK, Li YH, Ilicak E, Cukur T, Scarlett J, Cevher V. Learning-Based Compressive MRI. Ieee Transactions On Medical Imaging. 37: 1394-1406. PMID 29870368 DOI: 10.1109/Tmi.2018.2832540  0.328
2018 Tran-Dinh Q, Kyrillidis A, Cevher V. A Single-Phase, Proximal Path-Following Framework Mathematics of Operations Research. 43: 1326-1347. DOI: 10.1287/Moor.2017.0907  0.355
2018 Tran-Dinh Q, Fercoq O, Cevher V. A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization Siam Journal On Optimization. 28: 96-134. DOI: 10.1137/16M1093094  0.392
2018 Hsieh Y, Kao Y, Mahabadi RK, Yurtsever A, Kyrillidis A, Cevher V. A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization Ieee Transactions On Signal Processing. 66: 5917-5926. DOI: 10.1109/Tsp.2018.2870353  0.341
2017 Tropp JA, Yurtsever A, Udell M, Cevher V. Practical Sketching Algorithms For Low-Rank Matrix Approximation Siam Journal On Matrix Analysis and Applications. 38: 1454-1485. DOI: 10.1137/17M1111590  0.344
2016 Mota JFC, Deligiannis N, Sankaranarayanan AC, Cevher V, Rodrigues MRD. Adaptive-Rate Reconstruction of Time-Varying Signals With Application in Compressive Foreground Extraction Ieee Transactions On Signal Processing. 64: 3651-3666. DOI: 10.1109/Tsp.2016.2544744  0.373
2016 Asaei A, Taghizadeh MJ, Haghighatshoar S, Raj B, Bourlard H, Cevher V. Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization Ieee Transactions On Signal Processing. 64: 567-579. DOI: 10.1109/Tsp.2015.2488598  0.399
2016 Carlson D, Hsieh YP, Collins E, Carin L, Cevher V. Stochastic Spectral Descent for Discrete Graphical Models Ieee Journal On Selected Topics in Signal Processing. 10: 296-311. DOI: 10.1109/Jstsp.2015.2505684  0.383
2016 Asaei A, Bourlard H, Taghizadeh MJ, Cevher V. Computational methods for underdetermined convolutive speech localization and separation via model-based sparse component analysis Speech Communication. 76: 201-217. DOI: 10.1016/J.Specom.2015.07.002  0.346
2015 Wang L, Huang J, Yuan X, Krishnamurthy K, Greenberg J, Cevher V, Rodrigues MRD, Brady D, Calderbank R, Carin L. Signal recovery and system calibration from multiple compressive poisson measurements Siam Journal On Imaging Sciences. 8: 1923-1954. DOI: 10.1137/140998779  0.353
2015 Bruer JJ, Tropp JA, Cevher V, Becker SR. Designing statistical estimators that balance sample size, risk, and computational cost Ieee Journal On Selected Topics in Signal Processing. 9: 612-624. DOI: 10.1109/Jstsp.2015.2400412  0.314
2014 Tran-Dinh Q, Kyrillidis A, Cevher V. An Inexact Proximal Path-Following Algorithm For Constrained Convex Minimization ∗ Siam Journal On Optimization. 24: 1718-1745. DOI: 10.1137/130944539  0.356
2014 Parker JT, Schniter P, Cevher V. Bilinear generalized approximate message passing - Part I: Derivation Ieee Transactions On Signal Processing. 62: 5839-5853. DOI: 10.1109/Tsp.2014.2357776  0.393
2014 Parker JT, Schniter P, Cevher V. Bilinear generalized approximate message passing - Part II: Applications Ieee Transactions On Signal Processing. 62: 5854-5867. DOI: 10.1109/Tsp.2014.2357773  0.406
2014 Asaei A, Golbabaee M, Bourlard H, Cevher V. Structured Sparsity Models for Reverberant Speech Separation Ieee Transactions On Audio, Speech, and Language Processing. 22: 620-633. DOI: 10.1109/Taslp.2013.2297012  0.345
2014 Cevher V, Becker S, Schmidt MW. Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics Ieee Signal Processing Magazine. 31: 32-43. DOI: 10.1109/Msp.2014.2329397  0.36
2014 McCoy MB, Cevher V, Dinh QT, Asaei A, Baldassarre L. Convexity in source separation: Models, geometry, and algorithms Ieee Signal Processing Magazine. 31: 87-95. DOI: 10.1109/Msp.2013.2296605  0.361
2014 Kyrillidis A, Cevher V. Matrix Recipes for Hard Thresholding Methods Journal of Mathematical Imaging and Vision. 48: 235-265. DOI: 10.1007/S10851-013-0434-7  0.391
2013 Rangan S, Schniter P, Riegler E, Fletcher A, Cevher V. Fixed points of generalized approximate message passing with arbitrary matrices Ieee International Symposium On Information Theory - Proceedings. 664-668. DOI: 10.1109/Tit.2016.2619365  0.382
2012 Gribonval R, Cevher V, Davies ME. Compressible Distributions for High-Dimensional Statistics Ieee Transactions On Information Theory. 58: 5016-5034. DOI: 10.1109/Tit.2012.2197174  0.328
2012 Gurbuz AC, Cevher V, Mcclellan JH. Bearing Estimation via Spatial Sparsity using Compressive Sensing Ieee Transactions On Aerospace and Electronic Systems. 48: 1358-1369. DOI: 10.1109/Taes.2012.6178067  0.714
2011 Carin L, Baraniuk RG, Cevher V, Dunson D, Jordan MI, Sapiro G, Wakin MB. Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements. Ieee Signal Processing Magazine. 28. PMID 24363544 DOI: 10.1109/Msp.2010.939733  0.333
2011 Cevher V. On Accelerated Hard Thresholding Methods for Sparse Approximation Proceedings of Spie. 8138: 813811. DOI: 10.1117/12.894386  0.354
2011 Cevher V, Krause A. Greedy Dictionary Selection for Sparse Representation Ieee Journal of Selected Topics in Signal Processing. 5: 979-988. DOI: 10.1109/Jstsp.2011.2161862  0.32
2010 Baraniuk RG, Cevher V, Duarte MF, Hegde C. Model-Based Compressive Sensing Ieee Transactions On Information Theory. 56: 1982-2001. DOI: 10.1109/Tit.2010.2040894  0.325
2009 Cevher V, Kaplan LM. Acoustic sensor network design for position estimation Acm Transactions On Sensor Networks. 5: 21. DOI: 10.1145/1525856.1525859  0.406
2009 Cevher V, Chellappa R, McClellan JH. Vehicle speed estimation using acoustic wave patterns Ieee Transactions On Signal Processing. 57: 30-47. DOI: 10.1109/Tsp.2008.2005750  0.576
2008 Cevher V, Sankaranarayanan AC, Chellappa R. Factorized variational approximations for acoustic multi source localization Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2409-2412. DOI: 10.1109/ICASSP.2008.4518133  0.341
2007 Cevher V, Velmurugan R, McClellan JH. Acoustic Multitarget Tracking Using Direction-of-Arrival Batches Ieee Transactions On Signal Processing. 55: 2810-2825. DOI: 10.1109/Tsp.2007.893962  0.731
2007 Cevher V, Sankaranarayanan AC, McClellan JH, Chellappa R. Target tracking using a joint acoustic video system Ieee Transactions On Multimedia. 9: 715-726. DOI: 10.1109/Tmm.2007.893340  0.651
2007 Alam M, Cevher V, McClellan JH, Larson GD, Scott WR. Optimal Maneuvering of Seismic Sensors for Localization of Subsurface Targets Ieee Transactions On Geoscience and Remote Sensing. 45: 1247-1257. DOI: 10.1109/Tgrs.2007.894551  0.708
2007 Borkar M, Cevher V, McClellan JH. Low computation and low latency algorithms for distributed sensor network initialization Signal, Image and Video Processing. 1: 133-148. DOI: 10.1007/S11760-007-0014-7  0.689
2007 Borkar M, Cevher V, McClellan JH. Decentralized State Initialization with Delay Compensation for Multi-modal Sensor Networks The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 48: 109-125. DOI: 10.1007/s11265-006-0007-8  0.576
2006 Cevher V, McClellan JH. Acoustic node calibration using a moving source Ieee Transactions On Aerospace and Electronic Systems. 42: 585-600. DOI: 10.1109/Taes.2006.1642574  0.608
2006 Velmurugan R, Subramanian S, Cevher V, Abramson D, Odame KM, Gray JD, Lo HJ, McClellan JH, Anderson DV. On low-power analog implementation of particle filters for target tracking European Signal Processing Conference.  0.562
2005 Cevher V, McClellan JH. General direction-of-arrival tracking with acoustic nodes Ieee Transactions On Signal Processing. 53: 1-12. DOI: 10.1109/Tsp.2004.838947  0.628
2005 Cevher V, McClellan JH. Proposal strategies for joint state-space tracking with particle filters Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1415596  0.595
2001 Cevher V, McClellan JH. Sensor array calibration via tracking with the extended Kalman filter Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5: 2817-2820. DOI: 10.1117/12.421122  0.663
Show low-probability matches.