Paul Hand

945 total citations
19 papers, 211 citations indexed

About

Paul Hand is a scholar working on Computational Mechanics, Computer Vision and Pattern Recognition and Radiation. According to data from OpenAlex, Paul Hand has authored 19 papers receiving a total of 211 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Computational Mechanics, 8 papers in Computer Vision and Pattern Recognition and 4 papers in Radiation. Recurrent topics in Paul Hand's work include Sparse and Compressive Sensing Techniques (14 papers), Image and Signal Denoising Methods (5 papers) and Advanced X-ray Imaging Techniques (4 papers). Paul Hand is often cited by papers focused on Sparse and Compressive Sensing Techniques (14 papers), Image and Signal Denoising Methods (5 papers) and Advanced X-ray Imaging Techniques (4 papers). Paul Hand collaborates with scholars based in United States, Pakistan and Singapore. Paul Hand's co-authors include Laurent Demanet, Reinhard Heckel, Wen Huang, Vladislav Voroninski, Kyle A. Gallivan, Pierre-Antoine Absil, Yonina C. Eldar, Miguel R. D. Rodrigues, Jonathan Scarlett and Ali Ahmed and has published in prestigious journals such as IEEE Transactions on Signal Processing, Communications on Pure and Applied Mathematics and ACM Transactions on Mathematical Software.

In The Last Decade

Paul Hand

18 papers receiving 198 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Paul Hand United States	8	99	78	58	35	31	19	211
Jameson Cahill United States	8	80 0.8×	122 1.6×	121 2.1×	31 0.9×	29 0.9×	19	302
Sohail Bahmani United States	6	100 1.0×	53 0.7×	43 0.7×	26 0.7×	21 0.7×	13	180
Emmanuel Soubies France	9	180 1.8×	75 1.0×	27 0.5×	27 0.8×	132 4.3×	30	368
John Paul Ward Switzerland	8	76 0.8×	117 1.5×	21 0.4×	16 0.5×	69 2.2×	27	261
G. Desiderá Italy	7	100 1.0×	122 1.6×	29 0.5×	21 0.6×	83 2.7×	9	285
Edward T. Reehorst United States	3	121 1.2×	116 1.5×	18 0.3×	8 0.2×	76 2.5×	4	270
Stefania Petra Germany	8	102 1.0×	49 0.6×	6 0.1×	13 0.4×	32 1.0×	26	186
Silvia Gazzola United Kingdom	12	136 1.4×	70 0.9×	10 0.2×	24 0.7×	50 1.6×	31	310
Luc Meyer France	6	95 1.0×	47 0.6×	45 0.8×	20 0.6×	116 3.7×	20	404
Claire Boyer France	7	128 1.3×	37 0.5×	4 0.1×	19 0.5×	56 1.8×	17	211

Countries citing papers authored by Paul Hand

Since Specialization

Citations

This map shows the geographic impact of Paul Hand's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Paul Hand with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Paul Hand more than expected).

Fields of papers citing papers by Paul Hand

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Paul Hand. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Paul Hand. The network helps show where Paul Hand may publish in the future.

Co-authorship network of co-authors of Paul Hand

This figure shows the co-authorship network connecting the top 25 collaborators of Paul Hand. A scholar is included among the top collaborators of Paul Hand based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Paul Hand. Paul Hand is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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19 of 19 papers shown

Hand, Paul, et al.. (2023). Compressive phase retrieval: Optimal sample complexity with deep generative priors. Communications on Pure and Applied Mathematics. 77(2). 1147–1223.

Scarlett, Jonathan, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, & Yonina C. Eldar. (2022). Theoretical Perspectives on Deep Learning Methods in Inverse Problems. IEEE Journal on Selected Areas in Information Theory. 3(3). 433–453. 17 indexed citations

Hand, Paul, et al.. (2021). No Statistical-Computational Gap in Spiked Matrix Models with Generative Network Priors. Entropy. 23(1). 115–115. 2 indexed citations

Hand, Paul, et al.. (2021). Optimal sample complexity of subgradient descent for amplitude flow via non-Lipschitz matrix concentration. Communications in Mathematical Sciences. 19(7). 2035–2047. 1 indexed citations

Huang, Wen, Paul Hand, Reinhard Heckel, & Vladislav Voroninski. (2021). A Provably Convergent Scheme for Compressive Sensing Under Random Generative Priors. Journal of Fourier Analysis and Applications. 27(2). 7 indexed citations

Aghasi, Alireza, et al.. (2020). Bilinear Compressed Sensing Under Known Signs via Convex Programming. IEEE Transactions on Signal Processing. 68. 6366–6379. 4 indexed citations

Hand, Paul, et al.. (2019). Global Guarantees for Blind Demodulation with Generative Priors. arXiv (Cornell University). 32. 11531–11541. 2 indexed citations

Aghasi, Alireza, et al.. (2019). BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs. Applied and Computational Harmonic Analysis. 49(2). 636–654. 4 indexed citations

Heckel, Reinhard & Paul Hand. (2018). Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks. International Conference on Learning Representations. 27 indexed citations

10.

Heckel, Reinhard, Wen Huang, Paul Hand, & Vladislav Voroninski. (2018). Deep Denoising: Rate-Optimal Recovery of Structured Signals with a Deep Prior.. arXiv (Cornell University). 4 indexed citations

11.

Hand, Paul & Vladislav Voroninski. (2018). An elementary proof of convex phase retrieval in the natural parameter space via the linear program PhaseMax. Communications in Mathematical Sciences. 16(7). 2047–2051. 11 indexed citations

12.

Huang, Wen & Paul Hand. (2018). Blind Deconvolution by a Steepest Descent Algorithm on a Quotient Manifold. SIAM Journal on Imaging Sciences. 11(4). 2757–2785. 21 indexed citations

13.

Huang, Wen, Pierre-Antoine Absil, Kyle A. Gallivan, & Paul Hand. (2018). ROPTLIB. ACM Transactions on Mathematical Software. 44(4). 1–21. 27 indexed citations

14.

Hand, Paul, et al.. (2017). A convex program for mixed linear regression with a recovery guarantee for well-separated data. Information and Inference A Journal of the IMA. 7(3). 563–579. 2 indexed citations

15.

Hand, Paul. (2016). PhaseLift is robust to a constant fraction of arbitrary errors. Applied and Computational Harmonic Analysis. 42(3). 550–562. 11 indexed citations

16.

Hand, Paul, et al.. (2016). Robust phaselift for phase retrieval under corruptions. 1039–1042. 1 indexed citations

17.

Hand, Paul. (2014). Conditions for existence of dual certificates in rank-one semidefinite problems. Communications in Mathematical Sciences. 12(7). 1363–1378. 1 indexed citations

18.

Hand, Paul & Laurent Demanet. (2013). Recovering the Sparsest Element in a Subspace. arXiv (Cornell University). 7 indexed citations

19.

Demanet, Laurent & Paul Hand. (2013). Stable Optimizationless Recovery from Phaseless Linear Measurements. Journal of Fourier Analysis and Applications. 20(1). 199–221. 62 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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