Patrick L. Combettes

ScholarGPS® ID: 47452526688575

Affiliation
North Carolina State University, Raleigh, United States
Affiliation History

Field
Physical Sciences and Mathematics
Discipline
Mathematics
Top Specialties
Signal Processing | Mathematical Optimization | Acoustics | Speech Processing | Digital Image Processing | Hilbert Space | Nonlinear System | Nonlinear Functional Analysis | Banach Space | Image Restoration | Asymptotic Analysis | Control Theory | Digital Imaging | Functional Analysis | Level Set
Metrics Summary
Publication Count
145
Predicted Citations
19,084
Predicted h-index
55
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Hilbert Direct Integrals of Monotone Operators (journal article)
Bùi, Minh N. | Combettes, Patrick L.
Canadian Journal of Mathematics (2024).
10.4153/S0008414X2400049X
Cite | Source
Perspective functions with nonlinear scaling (journal article)
Briceño-Arias, Luis M. | Combettes, Patrick L. | Silva, Francisco J.
Communications in Contemporary Mathematics (2024).
10.1142/S0219199723500657
Cited by (1) | Cite | Source
A Perturbation Framework for Convex Minimization and Monotone Inclusion Problems with Nonlinear Compositions (journal article)
Briceño-Arias, Luis M. | Combettes, Patrick L.
Mathematics of Operations Research (2023).
10.1287/moor.2022.0180
Cite | Source
Resolvent and Proximal Compositions (journal article)
Combettes, Patrick L.
Set-Valued and Variational Analysis, volume 31, issue 3 (2023).
10.1007/s11228-023-00678-z
Cited by (1) | Cite | Source
A Variational Inequality Model for Learning Neural Networks (conference)
Combettes, Patrick L. | Pesquet, Jean-Christophe | Repetti, Audrey
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2023)
Rhodes Island, Greece
10.1109/ICASSP49357.2023.10095688
Cite | Source
Signal Recovery from Inconsistent Nonlinear Observations (conference)
Combettes, Patrick L. | Woodstock, Zev C.
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)
Singapore, Singapore
10.1109/ICASSP43922.2022.9746145
Cite | Source
Block-Activated Algorithms For Multicomponent Fully Nonsmooth Minimization (conference)
Bui, Minh N. | Combettes, Patrick L. | Woodstock, Zev C.
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)
Singapore, Singapore
10.1109/ICASSP43922.2022.9747479
Cite | Source
Multivariate Monotone Inclusions in Saddle Form (journal article)
Bùi, Minh N. | Combettes, Patrick L.
Mathematics of Operations Research, volume 47, issue 2, pages 1082-1109 (2022).
10.1287/moor.2021.1161
Cited by (10) | Cite | Source
A Variational Inequality Model for the Construction of Signals from Inconsistent Nonlinear Equations (journal article)
Combettes, Patrick L. | Woodstock, Zev C.
SIAM Journal on Imaging Sciences, volume 15, issue 1, pages 84-109 (2022).
10.1137/21M1420368
Cited by (6) | Cite | Source
Bregman Forward-Backward Operator Splitting (journal article)
Bùi, Minh N. | Combettes, Patrick L.
Set-Valued and Variational Analysis, volume 29, issue 3, pages 583-603 (2021).
10.1007/s11228-020-00563-z
Cited by (12) | Cite | Source
Reconstruction of functions from prescribed proximal points (journal article)
Combettes, Patrick L. | Woodstock, Zev C.
Journal of Approximation Theory, volume 268 (2021).
10.1016/j.jat.2021.105606
Cited by (4) | Cite | Source
Regression Models for Compositional Data: General Log-Contrast Formulations, Proximal Optimization, and Microbiome Data Applications (journal article)
Combettes, Patrick L. | Müller, Christian L.
Statistics in Biosciences, volume 13, issue 2, pages 217-242 (2021).
10.1007/s12561-020-09283-2
Cited by (15) | Cite | Source
A Fixed Point Framework for Recovering Signals from Nonlinear Transformations (conference)
Combettes, Patrick L. | Woodstock, Zev C.
2020 28th European Signal Processing Conference (EUSIPCO) (2021)
Amsterdam, Netherlands
10.23919/Eusipco47968.2020.9287736
Cited by (2) | Cite | Source
Fixed Point Strategies in Data Science (journal article)
Combettes, Patrick L. | Pesquet, Jean-Christophe
IEEE Transactions on Signal Processing, volume 69 (2021).
10.1109/TSP.2021.3069677
Cited by (47) | Cite | Source
Solving Composite Fixed Point Problems with Block Updates (journal article)
Combettes, Patrick L. | Glaudin, Lilian E.
Advances in Nonlinear Analysis, volume 10, issue 1, pages 1154-1177 (2021).
10.1515/anona-2020-0173
Cited by (7) | Cite | Source
Warped proximal iterations for monotone inclusions (journal article)
Bùi, Minh N. | Combettes, Patrick L.
Journal of Mathematical Analysis and Applications, volume 491, issue 1, pages 124315- (2020).
10.1016/j.jmaa.2020.124315
Cited by (19) | Cite | Source
Deep Neural Network Structures Solving Variational Inequalities (journal article)
Combettes, Patrick L. | Pesquet, Jean-Christophe
Set-Valued and Variational Analysis, volume 28, issue 3, pages 491-518 (2020).
10.1007/s11228-019-00526-z
Cited by (64) | Cite | Source
Perspective maximum likelihood-type estimation via proximal decomposition (journal article)
Combettes, Patrick L. | Müller, Christian L.
Electronic Journal of Statistics, volume 14, issue 1 (2020).
10.1214/19-EJS1662
Cited by (14) | Cite | Source
Lipschitz Certificates for Layered Network Structures Driven by Averaged Activation Operators (journal article)
Combettes, Patrick L. | Pesquet, Jean-Christophe
SIAM Journal on Mathematics of Data Science, volume 2, issue 2, pages 529-557 (2020).
10.1137/19M1272780
Cited by (34) | Cite | Source
The Douglas--Rachford Algorithm Converges Only Weakly (journal article)
Bùi, Minh N. | Combettes, Patrick L.
SIAM Journal on Control and Optimization, volume 58, issue 2, pages 1118-1120 (2020).
10.1137/19M1308451
Cited by (5) | Cite | Source