Hoppe, Fabian Sparse optimal control of a quasilinear elliptic PDE in measure spaces. (English) Zbl 07740190 Math. Control Relat. Fields 13, No. 4, 1556-1576 (2023). MSC: 49K20 35J62 35R06 49J52 PDF BibTeX XML Cite \textit{F. Hoppe}, Math. Control Relat. Fields 13, No. 4, 1556--1576 (2023; Zbl 07740190) Full Text: DOI
Prater-Bennette, Ashley; Shen, Lixin; Tripp, Erin E. A constructive approach for computing the proximity operator of the \(p\)-th power of the \(\ell_1\) norm. (English) Zbl 07740085 Appl. Comput. Harmon. Anal. 67, Article ID 101572, 12 p. (2023). MSC: 65-XX 47-XX PDF BibTeX XML Cite \textit{A. Prater-Bennette} et al., Appl. Comput. Harmon. Anal. 67, Article ID 101572, 12 p. (2023; Zbl 07740085) Full Text: DOI
Kramlinger, Peter; Schneider, Ulrike; Krivobokova, Tatyana Uniformly valid inference based on the Lasso in linear mixed models. (English) Zbl 07740041 J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023). MSC: 62Hxx 62F25 62J10 62J07 PDF BibTeX XML Cite \textit{P. Kramlinger} et al., J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023; Zbl 07740041) Full Text: DOI arXiv
Werner, Tino Quantitative robustness of instance ranking problems. (English) Zbl 07730148 Ann. Inst. Stat. Math. 75, No. 2, 335-368 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Werner}, Ann. Inst. Stat. Math. 75, No. 2, 335--368 (2023; Zbl 07730148) Full Text: DOI arXiv
Yu, Quan; Zhang, Xinzhen; Chen, Yannan; Qi, Liqun Low Tucker rank tensor completion using a symmetric block coordinate descent method. (English) Zbl 07729587 Numer. Linear Algebra Appl. 30, No. 3, e2464, 21 p. (2023). MSC: 65F55 15A69 PDF BibTeX XML Cite \textit{Q. Yu} et al., Numer. Linear Algebra Appl. 30, No. 3, e2464, 21 p. (2023; Zbl 07729587) Full Text: DOI
Zhang, Jinjie; Zhou, Yixuan; Saab, Rayan Post-training quantization for neural networks with provable guarantees. (English) Zbl 07726186 SIAM J. Math. Data Sci. 5, No. 2, 373-399 (2023). MSC: 68T07 68W25 62M45 90C25 68Q25 PDF BibTeX XML Cite \textit{J. Zhang} et al., SIAM J. Math. Data Sci. 5, No. 2, 373--399 (2023; Zbl 07726186) Full Text: DOI arXiv
Poon, Clarice; Peyré, Gabriel Smooth over-parameterized solvers for non-smooth structured optimization. (English) Zbl 07720821 Math. Program. 201, No. 1-2 (A), 897-952 (2023). MSC: 90C26 65K10 68T05 94A08 PDF BibTeX XML Cite \textit{C. Poon} and \textit{G. Peyré}, Math. Program. 201, No. 1--2 (A), 897--952 (2023; Zbl 07720821) Full Text: DOI arXiv
Bak, Kwan-Young; Shin, Jae-Kyung; Koo, Ja-Yong Intrinsic spherical smoothing method based on generalized Bézier curves and sparsity inducing penalization. (English) Zbl 07720116 J. Appl. Stat. 50, No. 9, 1942-1961 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{K.-Y. Bak} et al., J. Appl. Stat. 50, No. 9, 1942--1961 (2023; Zbl 07720116) Full Text: DOI
Kang, Ilsuk; Choi, Hosik; Yoon, Young Joo; Park, Junyoung; Kwon, Soon-Sun; Park, Cheolwoo Fréchet distance-based cluster analysis for multi-dimensional functional data. (English) Zbl 1517.62025 Stat. Comput. 33, No. 4, Paper No. 75, 19 p. (2023). MSC: 62-08 62H30 62R10 62P10 PDF BibTeX XML Cite \textit{I. Kang} et al., Stat. Comput. 33, No. 4, Paper No. 75, 19 p. (2023; Zbl 1517.62025) Full Text: DOI
Ge, Yumeng; Xue, Wei; Xu, Yun; Huang, Jun; Gu, Xiaolei Magnetic resonance image denoising based on Laplacian prior sparsity constraint and nonconvex second-order TV penalty. (English) Zbl 07713926 Image Anal. Stereol. 42, No. 2, 119-132 (2023). MSC: 92C55 PDF BibTeX XML Cite \textit{Y. Ge} et al., Image Anal. Stereol. 42, No. 2, 119--132 (2023; Zbl 07713926) Full Text: DOI
Azuma, Godai; Fukuda, Mituhiro; Kim, Sunyoung; Yamashita, Makoto Exact SDP relaxations for quadratic programs with bipartite graph structures. (English) Zbl 07712381 J. Glob. Optim. 86, No. 3, 671-691 (2023). MSC: 90C20 90C22 90C25 90C26 PDF BibTeX XML Cite \textit{G. Azuma} et al., J. Glob. Optim. 86, No. 3, 671--691 (2023; Zbl 07712381) Full Text: DOI arXiv
Wu, Zeyu; Wang, Cheng; Liu, Weidong A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity. (English) Zbl 07712155 Ann. Inst. Stat. Math. 75, No. 4, 619-648 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Wu} et al., Ann. Inst. Stat. Math. 75, No. 4, 619--648 (2023; Zbl 07712155) Full Text: DOI arXiv
Han, Jihun; Lee, Yoonsang Inhomogeneous regularization with limited and indirect data. (English) Zbl 07711030 J. Comput. Appl. Math. 428, Article ID 115193, 16 p. (2023). MSC: 94A08 94A12 68U10 65K10 PDF BibTeX XML Cite \textit{J. Han} and \textit{Y. Lee}, J. Comput. Appl. Math. 428, Article ID 115193, 16 p. (2023; Zbl 07711030) Full Text: DOI arXiv
Zhou, Le; Zou, Hui Cross-fitted residual regression for high-dimensional heteroscedasticity pursuit. (English) Zbl 07707222 J. Am. Stat. Assoc. 118, No. 542, 1056-1065 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Zhou} and \textit{H. Zou}, J. Am. Stat. Assoc. 118, No. 542, 1056--1065 (2023; Zbl 07707222) Full Text: DOI
Amaldi, Edoardo; Consolo, Antonio; Manno, Andrea On multivariate randomized classification trees: \(l_0\)-based sparsity, VC dimension and decomposition methods. (English) Zbl 07706516 Comput. Oper. Res. 151, Article ID 106058, 21 p. (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{E. Amaldi} et al., Comput. Oper. Res. 151, Article ID 106058, 21 p. (2023; Zbl 07706516) Full Text: DOI arXiv
Bittracher, Andreas; Mollenhauer, Mattes; Koltai, Péter; Schütte, Christof Optimal reaction coordinates: variational characterization and sparse computation. (English) Zbl 07705311 Multiscale Model. Simul. 21, No. 2, 449-488 (2023). Reviewer: Mikhail P. Moklyachuk (Kyjiw) MSC: 60G25 60J25 65K10 62D99 PDF BibTeX XML Cite \textit{A. Bittracher} et al., Multiscale Model. Simul. 21, No. 2, 449--488 (2023; Zbl 07705311) Full Text: DOI arXiv
Choi, Sung Hoon; Kim, Donggyu Large volatility matrix analysis using global and national factor models. (English) Zbl 07704520 J. Econom. 235, No. 2, 1917-1933 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{S. H. Choi} and \textit{D. Kim}, J. Econom. 235, No. 2, 1917--1933 (2023; Zbl 07704520) Full Text: DOI arXiv
Sun, Yuying; Hong, Yongmiao; Wang, Shouyang; Zhang, Xinyu Penalized time-varying model averaging. (English) Zbl 07704496 J. Econom. 235, No. 2, 1355-1377 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. Sun} et al., J. Econom. 235, No. 2, 1355--1377 (2023; Zbl 07704496) Full Text: DOI
Li, Qian; Zhang, Wei; Bai, Yanqin; Wang, Guoqiang A non-convex piecewise quadratic approximation of \(\ell_0\) regularization: theory and accelerated algorithm. (English) Zbl 07704014 J. Glob. Optim. 86, No. 2, 323-353 (2023). MSC: 90C06 90C26 65K05 PDF BibTeX XML Cite \textit{Q. Li} et al., J. Glob. Optim. 86, No. 2, 323--353 (2023; Zbl 07704014) Full Text: DOI
Lu, Cheng; Deng, Zhibin; Fang, Shu-Cherng; Xing, Wenxun A new global algorithm for max-cut problem with chordal sparsity. (English) Zbl 07702984 J. Optim. Theory Appl. 197, No. 2, 608-638 (2023). MSC: 90C27 90C20 90C57 PDF BibTeX XML Cite \textit{C. Lu} et al., J. Optim. Theory Appl. 197, No. 2, 608--638 (2023; Zbl 07702984) Full Text: DOI
Lejeune, Clément; Mothe, Josiane; Soubki, Adil; Teste, Olivier Data driven discovery of systems of ordinary differential equations using nonconvex multitask learning. (English) Zbl 07702712 Mach. Learn. 112, No. 5, 1523-1549 (2023). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Lejeune} et al., Mach. Learn. 112, No. 5, 1523--1549 (2023; Zbl 07702712) Full Text: DOI
Motalebi, Narges; Owlia, Mohammad Saleh; Amiri, Amirhossein; Fallahnezhad, Mohammad Saber Monitoring social networks based on zero-inflated Poisson regression model. (English) Zbl 07702496 Commun. Stat., Theory Methods 52, No. 7, 2099-2115 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Motalebi} et al., Commun. Stat., Theory Methods 52, No. 7, 2099--2115 (2023; Zbl 07702496) Full Text: DOI
González-García, Nerea; Nieto-Librero, Ana Belén; Galindo-Villardón, Purificación \(\mathrm{C_{enet}Biplot}\): a new proposal of sparse and orthogonal biplots methods by means of elastic net CSVD. (English) Zbl 07702470 Adv. Data Anal. Classif., ADAC 17, No. 1, 5-19 (2023). MSC: 15A23 62J07 62Hxx 62H25 62P10 PDF BibTeX XML Cite \textit{N. González-García} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 5--19 (2023; Zbl 07702470) Full Text: DOI
Çimdiker, Ilim; Dąbrowski, Mariusz P.; Gohar, Hussain Generalized uncertainty principle impact on nonextensive black hole thermodynamics. (English) Zbl 07701737 Classical Quantum Gravity 40, No. 14, Article ID 145001, 29 p. (2023). MSC: 83-XX 81-XX PDF BibTeX XML Cite \textit{I. Çimdiker} et al., Classical Quantum Gravity 40, No. 14, Article ID 145001, 29 p. (2023; Zbl 07701737) Full Text: DOI arXiv
Miller, Joshua C.; Stepanova, Natalia A. Adaptive signal recovery with Subbotin noise. (English) Zbl 07701278 Stat. Probab. Lett. 196, Article ID 109791, 6 p. (2023). MSC: 62G10 62H30 62M09 PDF BibTeX XML Cite \textit{J. C. Miller} and \textit{N. A. Stepanova}, Stat. Probab. Lett. 196, Article ID 109791, 6 p. (2023; Zbl 07701278) Full Text: DOI
Liu, Peijing; Fattahi, Salar; Gómez, Andrés; Küçükyavuz, Simge A graph-based decomposition method for convex quadratic optimization with indicators. (English) Zbl 07700905 Math. Program. 200, No. 2 (B), 669-701 (2023). MSC: 90C11 49M27 90C25 PDF BibTeX XML Cite \textit{P. Liu} et al., Math. Program. 200, No. 2 (B), 669--701 (2023; Zbl 07700905) Full Text: DOI arXiv
Dupuis, Xavier; Vaiter, Samuel The geometry of sparse analysis regularization. (English) Zbl 07700286 SIAM J. Optim. 33, No. 2, 842-867 (2023). Reviewer: Sorin-Mihai Grad (Paris) MSC: 90C25 49J52 PDF BibTeX XML Cite \textit{X. Dupuis} and \textit{S. Vaiter}, SIAM J. Optim. 33, No. 2, 842--867 (2023; Zbl 07700286) Full Text: DOI arXiv
Esteve-Yagüe, Carlos; Geshkovski, Borjan Sparsity in long-time control of neural ODEs. (English) Zbl 07699489 Syst. Control Lett. 172, Article ID 105452, 14 p. (2023). MSC: 68Txx PDF BibTeX XML Cite \textit{C. Esteve-Yagüe} and \textit{B. Geshkovski}, Syst. Control Lett. 172, Article ID 105452, 14 p. (2023; Zbl 07699489) Full Text: DOI arXiv
Herberg, Evelyn; Hinze, Michael Variational discretization of one-dimensional elliptic optimal control problems with BV functions based on the mixed formulation. (English) Zbl 07697842 Math. Control Relat. Fields 13, No. 2, 695-720 (2023). MSC: 26A45 49J20 49M25 65K10 65N15 PDF BibTeX XML Cite \textit{E. Herberg} and \textit{M. Hinze}, Math. Control Relat. Fields 13, No. 2, 695--720 (2023; Zbl 07697842) Full Text: DOI arXiv
Guo, Xu; Li, Runze; Liu, Jingyuan; Zeng, Mudong Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic. (English) Zbl 07693702 J. Econom. 235, No. 1, 166-179 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{X. Guo} et al., J. Econom. 235, No. 1, 166--179 (2023; Zbl 07693702) Full Text: DOI arXiv
Boţ, Radu Ioan; Dao, Minh N.; Li, Guoyin Inertial proximal block coordinate method for a class of nonsmooth sum-of-ratios optimization problems. (English) Zbl 07693199 SIAM J. Optim. 33, No. 2, 361-393 (2023). MSC: 90C26 90C32 49M27 65K05 PDF BibTeX XML Cite \textit{R. I. Boţ} et al., SIAM J. Optim. 33, No. 2, 361--393 (2023; Zbl 07693199) Full Text: DOI arXiv
Bareilles, Gilles; Iutzeler, Franck; Malick, Jérôme Newton acceleration on manifolds identified by proximal gradient methods. (English) Zbl 07689159 Math. Program. 200, No. 1 (A), 37-70 (2023). MSC: 65K10 49Q12 49M15 PDF BibTeX XML Cite \textit{G. Bareilles} et al., Math. Program. 200, No. 1 (A), 37--70 (2023; Zbl 07689159) Full Text: DOI arXiv
Price, Eric; Scarlett, Jonathan; Tan, Nelvin Fast splitting algorithms for sparsity-constrained and noisy group testing. (English) Zbl 07688063 Inf. Inference 12, No. 2, 1141-1171 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Price} et al., Inf. Inference 12, No. 2, 1141--1171 (2023; Zbl 07688063) Full Text: DOI arXiv
Wu, Fan; Rebeschini, Patrick Nearly minimax-optimal rates for noisy sparse phase retrieval via early-stopped mirror descent. (English) Zbl 07688053 Inf. Inference 12, No. 2, 633-713 (2023). MSC: 62C20 94A12 90C30 PDF BibTeX XML Cite \textit{F. Wu} and \textit{P. Rebeschini}, Inf. Inference 12, No. 2, 633--713 (2023; Zbl 07688053) Full Text: DOI arXiv
Honda, Toshio; Lin, Chien-Tong Forward variable selection for ultra-high dimensional quantile regression models. (English) Zbl 07686003 Ann. Inst. Stat. Math. 75, No. 3, 393-424 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Honda} and \textit{C.-T. Lin}, Ann. Inst. Stat. Math. 75, No. 3, 393--424 (2023; Zbl 07686003) Full Text: DOI
Butucea, Cristina; Mammen, Enno; Ndaoud, Mohamed; Tsybakov, Alexandre B. Variable selection, monotone likelihood ratio and group sparsity. (English) Zbl 07684014 Ann. Stat. 51, No. 1, 312-333 (2023). MSC: 62G07 62G20 PDF BibTeX XML Cite \textit{C. Butucea} et al., Ann. Stat. 51, No. 1, 312--333 (2023; Zbl 07684014) Full Text: DOI arXiv
Hazimeh, Hussein; Mazumder, Rahul; Radchenko, Peter Grouped variable selection with discrete optimization: computational and statistical perspectives. (English) Zbl 07684003 Ann. Stat. 51, No. 1, 1-32 (2023). MSC: 62Jxx 62G05 90C06 90C11 PDF BibTeX XML Cite \textit{H. Hazimeh} et al., Ann. Stat. 51, No. 1, 1--32 (2023; Zbl 07684003) Full Text: DOI arXiv
Peralta, Gilbert Optimal Borel measure-valued controls to the viscous Cahn-Hilliard-Oberbeck-Boussinesq phase-field system on two-dimensional bounded domains. (English) Zbl 1514.35446 ESAIM, Control Optim. Calc. Var. 29, Paper No. 32, 43 p. (2023). MSC: 35Q93 35Q35 49K20 49M41 76D55 76T06 35B65 35B45 35K35 35K58 35R06 PDF BibTeX XML Cite \textit{G. Peralta}, ESAIM, Control Optim. Calc. Var. 29, Paper No. 32, 43 p. (2023; Zbl 1514.35446) Full Text: DOI
von Lindheim, Johannes Simple approximative algorithms for free-support Wasserstein barycenters. (English) Zbl 1515.65055 Comput. Optim. Appl. 85, No. 1, 213-246 (2023). MSC: 65D18 68U10 90B80 PDF BibTeX XML Cite \textit{J. von Lindheim}, Comput. Optim. Appl. 85, No. 1, 213--246 (2023; Zbl 1515.65055) Full Text: DOI arXiv
Ding, Liang; Han, Weimin Morozov’s discrepancy principle for \(\alpha\ell_1-\beta\ell_2\) sparsity regularization. (English) Zbl 1515.49007 Inverse Probl. Imaging 17, No. 1, 157-179 (2023). MSC: 49J27 49J52 49N45 65J15 65J20 PDF BibTeX XML Cite \textit{L. Ding} and \textit{W. Han}, Inverse Probl. Imaging 17, No. 1, 157--179 (2023; Zbl 1515.49007) Full Text: DOI
Bomze, Immanuel M.; Peng, Bo Conic formulation of QPCCs applied to truly sparse QPs. (English) Zbl 1516.90038 Comput. Optim. Appl. 84, No. 3, 703-735 (2023). MSC: 90C20 90C26 90C33 PDF BibTeX XML Cite \textit{I. M. Bomze} and \textit{B. Peng}, Comput. Optim. Appl. 84, No. 3, 703--735 (2023; Zbl 1516.90038) Full Text: DOI
Xie, Ning; Xu, Shuai; Xu, Yekun A generalization of a theorem of Rothschild and van Lint. (English) Zbl 07673667 Theor. Comput. Sci. 955, Article ID 113802, 15 p. (2023). MSC: 68Qxx PDF BibTeX XML Cite \textit{N. Xie} et al., Theor. Comput. Sci. 955, Article ID 113802, 15 p. (2023; Zbl 07673667) Full Text: DOI
Zheng, Léon; Riccietti, Elisa; Gribonval, Rémi Efficient identification of butterfly sparse matrix factorizations. (English) Zbl 1515.65099 SIAM J. Math. Data Sci. 5, No. 1, 22-49 (2023). MSC: 65F50 15A23 94A12 PDF BibTeX XML Cite \textit{L. Zheng} et al., SIAM J. Math. Data Sci. 5, No. 1, 22--49 (2023; Zbl 1515.65099) Full Text: DOI arXiv
Cai, Hanqing; Wang, Tengyao Estimation of high-dimensional change-points under a group sparsity structure. (English) Zbl 07662464 Electron. J. Stat. 17, No. 1, 858-894 (2023). MSC: 62H12 62M10 PDF BibTeX XML Cite \textit{H. Cai} and \textit{T. Wang}, Electron. J. Stat. 17, No. 1, 858--894 (2023; Zbl 07662464) Full Text: DOI arXiv Link
Wu, Teng; Narisetty, Naveen N.; Yang, Yun Statistical inference via conditional Bayesian posteriors in high-dimensional linear regression. (English) Zbl 07662461 Electron. J. Stat. 17, No. 1, 769-797 (2023). MSC: 62J05 PDF BibTeX XML Cite \textit{T. Wu} et al., Electron. J. Stat. 17, No. 1, 769--797 (2023; Zbl 07662461) Full Text: DOI Link
Lämmel, S.; Shikhman, V. Optimality conditions for mathematical programs with orthogonality type constraints. (English) Zbl 07660563 Set-Valued Var. Anal. 31, No. 1, Paper No. 9, 21 p. (2023). Reviewer: Samir Kumar Neogy (New Delhi) MSC: 90C26 PDF BibTeX XML Cite \textit{S. Lämmel} and \textit{V. Shikhman}, Set-Valued Var. Anal. 31, No. 1, Paper No. 9, 21 p. (2023; Zbl 07660563) Full Text: DOI arXiv
Xu, Jianjun; Cui, Wenquan; Cheng, Haoyang Online sparse sliced inverse regression for high-dimensional streaming data. (English) Zbl 1506.62287 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 2, Article ID 2250055, 19 p. (2023). MSC: 62G08 62F12 62H12 62H25 PDF BibTeX XML Cite \textit{J. Xu} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 2, Article ID 2250055, 19 p. (2023; Zbl 1506.62287) Full Text: DOI arXiv
Del Pia, Alberto Sparse PCA on fixed-rank matrices. (English) Zbl 1512.90157 Math. Program. 198, No. 1 (A), 139-157 (2023). MSC: 90C20 90C26 90C60 68Q25 PDF BibTeX XML Cite \textit{A. Del Pia}, Math. Program. 198, No. 1 (A), 139--157 (2023; Zbl 1512.90157) Full Text: DOI arXiv
Dong, Chaohua; Gao, Jiti; Linton, Oliver High dimensional semiparametric moment restriction models. (English) Zbl 07648716 J. Econom. 232, No. 2, 320-345 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{C. Dong} et al., J. Econom. 232, No. 2, 320--345 (2023; Zbl 07648716) Full Text: DOI
Ma, Xueshuang; Hu, Shenglong; Wang, Jie Efficient low-rank regularization-based algorithms combining advanced techniques for solving tensor completion problems with application to color image recovering. (English) Zbl 1503.65091 J. Comput. Appl. Math. 423, Article ID 114947, 18 p. (2023). MSC: 65F55 15A69 15A83 65K10 PDF BibTeX XML Cite \textit{X. Ma} et al., J. Comput. Appl. Math. 423, Article ID 114947, 18 p. (2023; Zbl 1503.65091) Full Text: DOI
Liu, Qianru; Wang, Rui; Xu, Yuesheng; Yan, Mingsong Parameter choices for sparse regularization with the \(\ell_1\) norm. (English) Zbl 07640701 Inverse Probl. 39, No. 2, Article ID 025004, 34 p. (2023). MSC: 47A52 PDF BibTeX XML Cite \textit{Q. Liu} et al., Inverse Probl. 39, No. 2, Article ID 025004, 34 p. (2023; Zbl 07640701) Full Text: DOI arXiv
Zhong, Rou; Liu, Shishi; Li, Haocheng; Zhang, Jingxiao Sparse logistic functional principal component analysis for binary data. (English) Zbl 1502.62028 Stat. Comput. 33, No. 1, Paper No. 15, 12 p. (2023). MSC: 62-08 62H25 62R10 PDF BibTeX XML Cite \textit{R. Zhong} et al., Stat. Comput. 33, No. 1, Paper No. 15, 12 p. (2023; Zbl 1502.62028) Full Text: DOI arXiv
Li, Song; Liu, Dekai; Shen, Yi Adaptive iterative hard thresholding for least absolute deviation problems with sparsity constraints. (English) Zbl 1504.94051 J. Fourier Anal. Appl. 29, No. 1, Paper No. 5, 21 p. (2023). MSC: 94A12 94A15 94A08 68P30 PDF BibTeX XML Cite \textit{S. Li} et al., J. Fourier Anal. Appl. 29, No. 1, Paper No. 5, 21 p. (2023; Zbl 1504.94051) Full Text: DOI
Eftekhari, Hamid; Banerjee, Moulinath; Ritov, Ya’acov Design of c-optimal experiments for high-dimensional linear models. (English) Zbl 07634407 Bernoulli 29, No. 1, 652-668 (2023). MSC: 62Jxx 62Kxx 90Cxx PDF BibTeX XML Cite \textit{H. Eftekhari} et al., Bernoulli 29, No. 1, 652--668 (2023; Zbl 07634407) Full Text: DOI arXiv Link
Guo, Shaojun; Qiao, Xinghao On consistency and sparsity for high-dimensional functional time series with application to autoregressions. (English) Zbl 07634399 Bernoulli 29, No. 1, 451-472 (2023). MSC: 62Gxx 62Mxx 62Hxx PDF BibTeX XML Cite \textit{S. Guo} and \textit{X. Qiao}, Bernoulli 29, No. 1, 451--472 (2023; Zbl 07634399) Full Text: DOI arXiv Link
Sun, Jun; Kong, Lingchen; Zhou, Shenglong Gradient projection Newton algorithm for sparse collaborative learning using synthetic and real datasets of applications. (English) Zbl 07630772 J. Comput. Appl. Math. 422, Article ID 114872, 20 p. (2023). MSC: 90C26 90C30 65K05 PDF BibTeX XML Cite \textit{J. Sun} et al., J. Comput. Appl. Math. 422, Article ID 114872, 20 p. (2023; Zbl 07630772) Full Text: DOI arXiv
Foucart, Simon The sparsity of LASSO-type minimizers. (English) Zbl 1499.62243 Appl. Comput. Harmon. Anal. 62, 441-452 (2023). MSC: 62J07 65F22 90C25 94A12 PDF BibTeX XML Cite \textit{S. Foucart}, Appl. Comput. Harmon. Anal. 62, 441--452 (2023; Zbl 1499.62243) Full Text: DOI arXiv
Shen, Zhengwei; Chen, Qian; Yang, Fan A convex relaxation framework consisting of a primal-dual alternative algorithm for solving \(\ell_0\) sparsity-induced optimization problems with application to signal recovery based image restoration. (English) Zbl 07614154 J. Comput. Appl. Math. 421, Article ID 114878, 18 p. (2023). MSC: 94A12 62J07 62J05 90C26 90C90 PDF BibTeX XML Cite \textit{Z. Shen} et al., J. Comput. Appl. Math. 421, Article ID 114878, 18 p. (2023; Zbl 07614154) Full Text: DOI
Schulze Darup, Moritz; Book, Gerrit; Quevedo, Daniel E.; Nagahara, Masaaki Fast hands-off control using ADMM real-time iterations. (English) Zbl 07741721 IEEE Trans. Autom. Control 67, No. 10, 5416-5423 (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{M. Schulze Darup} et al., IEEE Trans. Autom. Control 67, No. 10, 5416--5423 (2022; Zbl 07741721) Full Text: DOI
Dempsey, Walter; Oselio, Brandon; Hero, Alfred Hierarchical network models for exchangeable structured interaction processes. (English) Zbl 1514.90049 J. Am. Stat. Assoc. 117, No. 540, 2056-2073 (2022). MSC: 90B15 90C35 62R07 68T09 PDF BibTeX XML Cite \textit{W. Dempsey} et al., J. Am. Stat. Assoc. 117, No. 540, 2056--2073 (2022; Zbl 1514.90049) Full Text: DOI
Shao, Weijia; Sivrikaya, Fikret; Albayrak, Sahin Optimistic optimisation of composite objective with exponentiated update. (English) Zbl 07694477 Mach. Learn. 111, No. 12, 4719-4764 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Shao} et al., Mach. Learn. 111, No. 12, 4719--4764 (2022; Zbl 07694477) Full Text: DOI arXiv
Nadisic, Nicolas; Cohen, Jeremy E.; Vandaele, Arnaud; Gillis, Nicolas Matrix-wise \(\ell_0\)-constrained sparse nonnegative least squares. (English) Zbl 07694469 Mach. Learn. 111, No. 12, 4453-4495 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Nadisic} et al., Mach. Learn. 111, No. 12, 4453--4495 (2022; Zbl 07694469) Full Text: DOI arXiv
Gao, X.; Zhou, J. \(\mathrm{L_1RIP}\)-based robust compressed sensing. (English) Zbl 1509.94015 Circuits Syst. Signal Process. 41, No. 2, 851-866 (2022). MSC: 94A12 PDF BibTeX XML Cite \textit{X. Gao} and \textit{J. Zhou}, Circuits Syst. Signal Process. 41, No. 2, 851--866 (2022; Zbl 1509.94015) Full Text: DOI
Chambolle, Antonin; Tovey, Robert “FISTA” in Banach spaces with adaptive discretisations. (English) Zbl 07682192 Comput. Optim. Appl. 83, No. 3, 845-892 (2022). MSC: 90C25 90C48 PDF BibTeX XML Cite \textit{A. Chambolle} and \textit{R. Tovey}, Comput. Optim. Appl. 83, No. 3, 845--892 (2022; Zbl 07682192) Full Text: DOI arXiv
Tardivel, Patrick J. C.; Bogdan, Małgorzata On the sign recovery by least absolute shrinkage and selection operator, thresholded least absolute shrinkage and selection operator, and thresholded basis pursuit denoising. (English) Zbl 07674522 Scand. J. Stat. 49, No. 4, 1636-1668 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. J. C. Tardivel} and \textit{M. Bogdan}, Scand. J. Stat. 49, No. 4, 1636--1668 (2022; Zbl 07674522) Full Text: DOI
Peruzzi, Michele; Banerjee, Sudipto; Finley, Andrew O. Highly scalable Bayesian geostatistical modeling via meshed Gaussian processes on partitioned domains. (English) Zbl 1507.86012 J. Am. Stat. Assoc. 117, No. 538, 969-982 (2022). MSC: 86A32 62F15 62H22 PDF BibTeX XML Cite \textit{M. Peruzzi} et al., J. Am. Stat. Assoc. 117, No. 538, 969--982 (2022; Zbl 1507.86012) Full Text: DOI arXiv
Ray, Kolyan; Szabó, Botond Variational Bayes for high-dimensional linear regression with sparse priors. (English) Zbl 1506.62341 J. Am. Stat. Assoc. 117, No. 539, 1270-1281 (2022); correction ibid. 116, No. 535, 1560 (2021). MSC: 62J05 62F15 62-08 PDF BibTeX XML Cite \textit{K. Ray} and \textit{B. Szabó}, J. Am. Stat. Assoc. 117, No. 539, 1270--1281 (2022; Zbl 1506.62341) Full Text: DOI arXiv
Alkan, Bilal Barış; Ünaldi, Işıl Robust sparse principal component analysis: situation of full sparseness. (English) Zbl 07659631 J. Appl. Math. Stat. Inform. 18, No. 1, 5-20 (2022). MSC: 62Hxx 62-07 PDF BibTeX XML Cite \textit{B. B. Alkan} and \textit{I. Ünaldi}, J. Appl. Math. Stat. Inform. 18, No. 1, 5--20 (2022; Zbl 07659631) Full Text: DOI
Tsilivis, Nikolaos; Tsiamis, Anastasios; Maragos, Petros Toward a sparsity theory on weighted lattices. (English) Zbl 07645593 J. Math. Imaging Vis. 64, No. 7, 705-717 (2022). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{N. Tsilivis} et al., J. Math. Imaging Vis. 64, No. 7, 705--717 (2022; Zbl 07645593) Full Text: DOI
Chi, Chien-Ming; Vossler, Patrick; Fan, Yingying; Lv, Jinchi Asymptotic properties of high-dimensional random forests. (English) Zbl 07641131 Ann. Stat. 50, No. 6, 3415-3438 (2022). MSC: 62G08 62G05 62H12 62G20 PDF BibTeX XML Cite \textit{C.-M. Chi} et al., Ann. Stat. 50, No. 6, 3415--3438 (2022; Zbl 07641131) Full Text: DOI arXiv Link
Liu, Hongcheng; Ye, Yinyu; Lee, Hung Yi High-dimensional learning under approximate sparsity with applications to nonsmooth estimation and regularized neural networks. (English) Zbl 07640289 Oper. Res. 70, No. 6, 3176-3197 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Liu} et al., Oper. Res. 70, No. 6, 3176--3197 (2022; Zbl 07640289) Full Text: DOI arXiv
Dong, Mingyu; Mou, Chenqi Analyses and implementations of chordality-preserving top-down algorithms for triangular decomposition. (English) Zbl 1514.68324 Boulier, François (ed.) et al., Computer algebra in scientific computing. 24th international workshop, CASC 2022, Gebze, Turkey, August 22–26, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13366, 124-142 (2022). MSC: 68W30 13P10 PDF BibTeX XML Cite \textit{M. Dong} and \textit{C. Mou}, Lect. Notes Comput. Sci. 13366, 124--142 (2022; Zbl 1514.68324) Full Text: DOI
Xiao, Guiyun; Bai, Zheng-Jian; Ching, Wai-Ki A columnwise update algorithm for sparse stochastic matrix factorization. (English) Zbl 1508.65048 SIAM J. Matrix Anal. Appl. 43, No. 4, 1712-1735 (2022). MSC: 65F99 65K05 15A23 PDF BibTeX XML Cite \textit{G. Xiao} et al., SIAM J. Matrix Anal. Appl. 43, No. 4, 1712--1735 (2022; Zbl 1508.65048) Full Text: DOI arXiv
He, Shiyuan; He, Kejun; Huang, Jianhua Z. Improved estimation of high-dimensional additive models using subspace learning. (English) Zbl 07633215 J. Comput. Graph. Stat. 31, No. 3, 866-876 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. He} et al., J. Comput. Graph. Stat. 31, No. 3, 866--876 (2022; Zbl 07633215) Full Text: DOI
Lu, Jun; Shi, Lei Sparse local influence analysis. (English) Zbl 07632200 Commun. Stat., Simulation Comput. 51, No. 11, 6235-6245 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Lu} and \textit{L. Shi}, Commun. Stat., Simulation Comput. 51, No. 11, 6235--6245 (2022; Zbl 07632200) Full Text: DOI
Iglesias, José A.; Walter, Daniel Extremal points of total generalized variation balls in 1D: characterization and applications. (English) Zbl 1511.46006 J. Convex Anal. 29, No. 4, 1251-1290 (2022). MSC: 46A55 90C49 65J20 52A40 PDF BibTeX XML Cite \textit{J. A. Iglesias} and \textit{D. Walter}, J. Convex Anal. 29, No. 4, 1251--1290 (2022; Zbl 1511.46006) Full Text: arXiv Link
Zhang, Jingjie; Katzfuss, Matthias Multi-scale Vecchia approximations of Gaussian processes. (English) Zbl 07632104 J. Agric. Biol. Environ. Stat. 27, No. 3, 440-460 (2022). MSC: 62P12 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{M. Katzfuss}, J. Agric. Biol. Environ. Stat. 27, No. 3, 440--460 (2022; Zbl 07632104) Full Text: DOI
Wang, Haoyue; Lu, Haihao; Mazumder, Rahul Frank-Wolfe methods with an unbounded feasible region and applications to structured learning. (English) Zbl 1508.90062 SIAM J. Optim. 32, No. 4, 2938-2968 (2022). MSC: 90C25 90C22 90C06 90-08 PDF BibTeX XML Cite \textit{H. Wang} et al., SIAM J. Optim. 32, No. 4, 2938--2968 (2022; Zbl 1508.90062) Full Text: DOI arXiv
Ma, Xiaoyu; Sardy, Sylvain; Hengartner, Nick; Bobenko, Nikolai; Lin, Yen Ting A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks. (English) Zbl 1499.62026 Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022). MSC: 62-08 62J07 68T07 PDF BibTeX XML Cite \textit{X. Ma} et al., Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022; Zbl 1499.62026) Full Text: DOI arXiv
Hoppe, Fabian; Neitzel, Ira Purely time-dependent optimal control of quasilinear parabolic PDEs with sparsity enforcing penalization. (English) Zbl 1509.49013 ESAIM, Control Optim. Calc. Var. 28, Paper No. 68, 31 p. (2022). Reviewer: Giorgio Saracco (Trento) MSC: 49K20 49J52 35K59 65K10 PDF BibTeX XML Cite \textit{F. Hoppe} and \textit{I. Neitzel}, ESAIM, Control Optim. Calc. Var. 28, Paper No. 68, 31 p. (2022; Zbl 1509.49013) Full Text: DOI
Gao, Fengnan; Wang, Tengyao Two-sample testing of high-dimensional linear regression coefficients via complementary sketching. (English) Zbl 07628847 Ann. Stat. 50, No. 5, 2950-2972 (2022). MSC: 62H15 62J05 PDF BibTeX XML Cite \textit{F. Gao} and \textit{T. Wang}, Ann. Stat. 50, No. 5, 2950--2972 (2022; Zbl 07628847) Full Text: DOI arXiv
Chernozhukov, Victor; Newey, Whitney K.; Singh, Rahul Debiased machine learning of global and local parameters using regularized Riesz representers. (English) Zbl 07626657 Econom. J. 25, No. 3, 576-601 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Chernozhukov} et al., Econom. J. 25, No. 3, 576--601 (2022; Zbl 07626657) Full Text: DOI arXiv
Latz, Jonas Gradient flows and randomised thresholding: sparse inversion and classification. (English) Zbl 1502.62019 Inverse Probl. 38, No. 12, Article ID 124006, 31 p. (2022). MSC: 62-08 60J28 62H30 62J07 35R30 34A60 PDF BibTeX XML Cite \textit{J. Latz}, Inverse Probl. 38, No. 12, Article ID 124006, 31 p. (2022; Zbl 1502.62019) Full Text: DOI arXiv
Chinot, Geoffrey; Kuchelmeister, Felix; Löffler, Matthias; van de Geer, Sara AdaBoost and robust one-bit compressed sensing. (English) Zbl 07624309 Math. Stat. Learn. 5, No. 1-2, 117-158 (2022). MSC: 62H30 94A12 PDF BibTeX XML Cite \textit{G. Chinot} et al., Math. Stat. Learn. 5, No. 1--2, 117--158 (2022; Zbl 07624309) Full Text: DOI arXiv
Zhou, Zhiyong; Yu, Jun Estimation of block sparsity in compressive sensing. (English) Zbl 1505.94024 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250034, 26 p. (2022). Reviewer: Fritz Keinert (Ames) MSC: 94A12 62F35 60F05 PDF BibTeX XML Cite \textit{Z. Zhou} and \textit{J. Yu}, Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250034, 26 p. (2022; Zbl 1505.94024) Full Text: DOI arXiv
Law, Kody J. H.; Zankin, Vitaly Sparse online variational Bayesian regression. (English) Zbl 1498.62019 SIAM/ASA J. Uncertain. Quantif. 10, 1070-1100 (2022). MSC: 62C10 62J05 62J07 65K10 PDF BibTeX XML Cite \textit{K. J. H. Law} and \textit{V. Zankin}, SIAM/ASA J. Uncertain. Quantif. 10, 1070--1100 (2022; Zbl 1498.62019) Full Text: DOI arXiv
Bonnet, Édouard; Geniet, Colin; Kim, Eun Jung; Thomassé, Stéphan; Watrigant, Rémi Twin-width. II: Small classes. (English) Zbl 07622372 Comb. Theory 2, No. 2, Paper No. 10, 42 p. (2022). MSC: 68R10 05C30 05C48 PDF BibTeX XML Cite \textit{É. Bonnet} et al., Comb. Theory 2, No. 2, Paper No. 10, 42 p. (2022; Zbl 07622372) Full Text: DOI arXiv
Li, Rong; Zheng, Bing The \(\ell_{2,p}\) regularized total variation with overlapping group sparsity prior for image restoration with impulse noise. (English) Zbl 1514.65022 Numer. Algorithms 91, No. 4, 1779-1814 (2022). MSC: 65D18 65K10 90C26 94A08 PDF BibTeX XML Cite \textit{R. Li} and \textit{B. Zheng}, Numer. Algorithms 91, No. 4, 1779--1814 (2022; Zbl 1514.65022) Full Text: DOI
Bartels, Sören; Hertzog, Stephan Error bounds for discretized optimal transport and its reliable efficient numerical solution. (English) Zbl 1502.49033 Hintermüller, Michael (ed.) et al., Non-smooth and complementarity-based distributed parameter systems. Simulation and hierarchical optimization. Cham: Birkhäuser. ISNM, Int. Ser. Numer. Math. 172, 1-20 (2022). MSC: 49Q22 65K10 49M25 90C08 PDF BibTeX XML Cite \textit{S. Bartels} and \textit{S. Hertzog}, ISNM, Int. Ser. Numer. Math. 172, 1--20 (2022; Zbl 1502.49033) Full Text: DOI arXiv
Liu, Dongxu; Zhao, Haiquan A family of variable step-size sparsity-aware SSAF algorithms with individual-weighting-factors under model-driven method. (English) Zbl 1501.93166 J. Franklin Inst. 359, No. 17, 10172-10205 (2022). MSC: 93E35 93E11 93E12 PDF BibTeX XML Cite \textit{D. Liu} and \textit{H. Zhao}, J. Franklin Inst. 359, No. 17, 10172--10205 (2022; Zbl 1501.93166) Full Text: DOI
Hazimeh, Hussein; Mazumder, Rahul; Saab, Ali Sparse regression at scale: branch-and-bound rooted in first-order optimization. (English) Zbl 1506.90168 Math. Program. 196, No. 1-2 (B), 347-388 (2022). MSC: 90C11 90C20 90C57 PDF BibTeX XML Cite \textit{H. Hazimeh} et al., Math. Program. 196, No. 1--2 (B), 347--388 (2022; Zbl 1506.90168) Full Text: DOI arXiv
Huynh, Tony; Wood, David R. Tree densities in sparse graph classes. (English) Zbl 1506.90260 Can. J. Math. 74, No. 5, 1385-1404 (2022). MSC: 90C35 05C05 05C83 PDF BibTeX XML Cite \textit{T. Huynh} and \textit{D. R. Wood}, Can. J. Math. 74, No. 5, 1385--1404 (2022; Zbl 1506.90260) Full Text: DOI arXiv
Marquis, Bastien; Jansen, Maarten Information criteria bias correction for group selection. (English) Zbl 07612347 Stat. Pap. 63, No. 5, 1387-1414 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Marquis} and \textit{M. Jansen}, Stat. Pap. 63, No. 5, 1387--1414 (2022; Zbl 07612347) Full Text: DOI
Kůrková, Věra Some implications of interval approach to dimension for network complexity. (English) Zbl 1509.68221 Cornejo, María Eugenia (ed.) et al., Computational intelligence and mathematics for tackling complex problems 2. Selected papers based on the presentations at the 11th European symposium on computational intelligence and mathematics, Toledo, Spain, October 2–5, 2019. Cham: Springer. Stud. Comput. Intell. 955, 113-119 (2022). MSC: 68T05 68U05 PDF BibTeX XML Cite \textit{V. Kůrková}, Stud. Comput. Intell. 955, 113--119 (2022; Zbl 1509.68221) Full Text: DOI
Shen, Yi; Guo, Wan-ling; Hu, Rui-fang On the grouping effect of the \(l_{1-2}\) models. (English) Zbl 1513.90148 Appl. Math., Ser. B (Engl. Ed.) 37, No. 3, 422-434 (2022). MSC: 90C26 65K10 49M29 68T05 PDF BibTeX XML Cite \textit{Y. Shen} et al., Appl. Math., Ser. B (Engl. Ed.) 37, No. 3, 422--434 (2022; Zbl 1513.90148) Full Text: DOI
Bay, Wei Heng; Scarlett, Jonathan; Price, Eric Optimal non-adaptive probabilistic group testing in general sparsity regimes. (English) Zbl 07606267 Inf. Inference 11, No. 3, 1037-1053 (2022). MSC: 62F03 68W20 PDF BibTeX XML Cite \textit{W. H. Bay} et al., Inf. Inference 11, No. 3, 1037--1053 (2022; Zbl 07606267) Full Text: DOI arXiv
Liu, Xinwu; Lian, Wenhui Restoration of Poissonian images using nonconvex regularizer with overlapping group sparsity. (English) Zbl 1511.94011 Informatica, Vilnius 33, No. 3, 573-592 (2022). MSC: 94A08 PDF BibTeX XML Cite \textit{X. Liu} and \textit{W. Lian}, Informatica, Vilnius 33, No. 3, 573--592 (2022; Zbl 1511.94011) Full Text: DOI
Kim, Chanmin Bayesian additive regression trees in spatial data analysis with sparse observations. (English) Zbl 07602441 J. Stat. Comput. Simulation 92, No. 15, 3275-3300 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Kim}, J. Stat. Comput. Simulation 92, No. 15, 3275--3300 (2022; Zbl 07602441) Full Text: DOI
Nghiem, Linh H.; Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. Sparse sliced inverse regression via Cholesky matrix penalization. (English) Zbl 07602348 Stat. Sin. 32, Spec. Iss. II, 2431-2453 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. H. Nghiem} et al., Stat. Sin. 32, 2431--2453 (2022; Zbl 07602348) Full Text: DOI arXiv
Hu, Xiaoyu; Yao, Fang Sparse functional principal component analysis in high dimensions. (English) Zbl 07601223 Stat. Sin. 32, No. 4, 1939-1960 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Hu} and \textit{F. Yao}, Stat. Sin. 32, No. 4, 1939--1960 (2022; Zbl 07601223) Full Text: DOI arXiv