Hellström, Fredrik; Durisi, Giuseppe; Guedj, Benjamin; Raginsky, Maxim Generalization bounds: perspectives from information theory and PAC-Bayes. (English) Zbl 07978373 Found. Trends Mach. Learn. 18, No. 1, 1–223 (2025). MSC: 68T05 68U10 94A15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Miguel, Sergio Brenner; Johannes, Jan; Siebel, Maximilian Multiplicative deconvolution under unknown error distribution. (English) Zbl 07977759 Electron. J. Stat. 18, No. 2, 4795-4850 (2024). MSC: 62G05 62G07 62C20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Sart, Mathieu About the optimal estimation of a density with infinite support under Hellinger loss. (English) Zbl 07977751 Electron. J. Stat. 18, No. 2, 4526-4577 (2024). MSC: 62G05 62G07 × Cite Format Result Cite Review PDF Full Text: DOI Link
Giraud, Christophe; Issartel, Yann; Lehéricy, Luc; Lerasle, Matthieu Pair-matching: link prediction with adaptive queries. (English) Zbl 07957808 Math. Stat. Learn. 7, No. 3-4, 221-295 (2024). MSC: 62H30 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Yinfeng; Jiao, Yuling; Qiu, Rui; Yu, Zhou Deep nonlinear sufficient dimension reduction. (English) Zbl 07916577 Ann. Stat. 52, No. 3, 1201-1226 (2024). MSC: 62M45 60G25 62G08 62H12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chevyrev, Ilya Norm inflation for a non-linear heat equation with Gaussian initial conditions. (English) Zbl 1547.35784 Stoch. Partial Differ. Equ., Anal. Comput. 12, No. 3, 1745-1768 (2024). MSC: 35R60 35K20 35K58 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Feng, Han; Lin, Shao-Bo; Zhou, Ding-Xuan Radial basis function approximation with distributively stored data on spheres. (English) Zbl 1546.68030 Constr. Approx. 60, No. 1, 1-31 (2024). MSC: 68T09 41A30 62R07 65D12 65D15 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Baraud, Yannick; Chen, Juntong Robust estimation of a regression function in exponential families. (English) Zbl 1543.62309 J. Stat. Plann. Inference 233, Article ID 106167, 25 p. (2024). MSC: 62G08 62G05 62G35 62J12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Schwartz, Jacob; Song, Kyungchul The law of large numbers for large stable matchings. (English) Zbl 07863971 J. Econom. 241, No. 1, Article ID 105742, 24 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dolera, Emanuele; Favaro, Stefano; Mainini, Edoardo Strong posterior contraction rates via Wasserstein dynamics. (English) Zbl 07859950 Probab. Theory Relat. Fields 189, No. 1-2, 659-720 (2024). MSC: 62G20 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guo, Keli; Fan, Jun; Zhu, Lixing Optimal prediction for kernel-based semi-functional linear regression. (English) Zbl 07841971 Anal. Appl., Singap. 22, No. 3, 467-505 (2024). MSC: 68T05 41A25 62J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Eckstein, Stephan; Pammer, Gudmund Computational methods for adapted optimal transport. (English) Zbl 1543.49038 Ann. Appl. Probab. 34, No. 1A, 675-713 (2024). MSC: 49Q22 90C15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bardet, Jean-Marc; Kare, Kamila; Kengne, William Efficient and consistent model selection procedures for time series. (English) Zbl 07941452 Bernoulli 29, No. 4, 2652-2690 (2023). MSC: 62Mxx 62Fxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Mula, Olga Inverse problems: a deterministic approach using physics-based reduced models. (English) Zbl 07935423 Falcone, Maurizio (ed.) et al., Model order reduction and applications. Cetraro, Italy 2021. Lecture notes given at the summer school, Cetraro, Italy, June 29 – July 3, 2021. Cham: Springer; Florence: Fondazione CIME. Lect. Notes Math. 2328, 73-124 (2023). MSC: 65-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Blanchard, Gilles; Fermanian, Jean-Baptiste Nonasymptotic one- and two-sample tests in high dimension with unknown covariance structure. (English) Zbl 07822567 Belomestny, Denis (ed.) et al., Foundations of modern statistics. Festschrift in honor of Vladimir Spokoiny. Selected contributions based on the presentations at the international conference, Berlin, Germany, November 6–8, 2019 and Moscow, Russia, November 30, 2019. Cham: Springer. Springer Proc. Math. Stat. 425, 121-162 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Harchaoui, Zaid; Juditsky, Anatoli; Nemirovski, Arkadi; Ostrovskii, Dmitrii Adaptive denoising of signals with local shift-invariant structure. (English) Zbl 07822565 Belomestny, Denis (ed.) et al., Foundations of modern statistics. Festschrift in honor of Vladimir Spokoiny. Selected contributions based on the presentations at the international conference, Berlin, Germany, November 6–8, 2019 and Moscow, Russia, November 30, 2019. Cham: Springer. Springer Proc. Math. Stat. 425, 3-52 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Milz, Johannes Reliable error estimates for optimal control of linear elliptic PDEs with random inputs. (English) Zbl 1538.90092 SIAM/ASA J. Uncertain. Quantif. 11, 1139-1163 (2023). MSC: 90C15 49M25 49N10 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Han, Qiyang Noisy linear inverse problems under convex constraints: exact risk asymptotics in high dimensions. (English) Zbl 1539.62106 Ann. Stat. 51, No. 4, 1611-1638 (2023). MSC: 62G08 62H12 60F05 62J05 62J07 94A12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
McGinnis, Joshua A. Macroscopic wave propagation for 2D lattice with random masses. (English) Zbl 07771120 Stud. Appl. Math. 151, No. 2, 752-790 (2023). MSC: 82-XX 60-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Becher, Kilian; Lagodzinski, J. A. Gregor; Parra-Arnau, Javier; Strufe, Thorsten Analysis and prevention of averaging attacks against obfuscation protocols. (English) Zbl 1542.94107 Tibouchi, Mehdi (ed.) et al., Applied cryptography and network security. 21st international conference, ACNS 2023, Kyoto, Japan, June 19–22, 2023. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 13905, 451-475 (2023). MSC: 94A60 × Cite Format Result Cite Review PDF Full Text: DOI
Cousien, Anthony; Dhersin, Jean-Stéphane; Tran, Viet Chi; Vo, Thi Phuong Thuy Respondent-driven sampling on sparse Erdös-Rényi graphs. (English) Zbl 07755370 Acta Math. Vietnam. 48, No. 3, 479-513 (2023). MSC: 62D05 05C81 05C80 60F17 60J20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Liu, Youming; Zhang, Zhentao Estimation of misclassification rate in the asymptotic rare and weak model with sub-Gaussian noises. (English) Zbl 1519.62012 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 4, Article ID 2350001, 20 p. (2023). MSC: 62H30 62H12 62F12 × Cite Format Result Cite Review PDF Full Text: DOI
Cao, Kaikai; Zeng, Xiaochen A data-driven wavelet estimator for deconvolution density estimations. (English) Zbl 1525.42036 Result. Math. 78, No. 4, Paper No. 156, 16 p. (2023). Reviewer: Nikhil Khanna (Masqaṭ) MSC: 42C40 62G07 62G20 46E35 × Cite Format Result Cite Review PDF Full Text: DOI
Hildebrandt, Florian; Trabs, Mathias Nonparametric calibration for stochastic reaction-diffusion equations based on discrete observations. (English) Zbl 1518.60028 Stochastic Processes Appl. 162, 171-217 (2023). MSC: 60F05 62G05 60H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowé, Ann Dealing with expert bias in collective decision-making. (English) Zbl 07702957 Artif. Intell. 320, Article ID 103921, 22 p. (2023). MSC: 68Txx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Kroll, M. Concentration inequalities for Poisson point processes with application to adaptive intensity estimation. (English) Zbl 1525.60061 Stochastics 95, No. 1, 54-66 (2023). MSC: 60G55 60E15 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sart, Mathieu Density estimation under local differential privacy and Hellinger loss. (English) Zbl 07691583 Bernoulli 29, No. 3, 2318-2341 (2023). MSC: 62Gxx 62Mxx 60Gxx × Cite Format Result Cite Review PDF Full Text: DOI Link HAL
Duchemin, Quentin; De Castro, Yohann; Lacour, Claire Concentration inequality for U-statistics of order two for uniformly ergodic Markov chains. (English) Zbl 07666805 Bernoulli 29, No. 2, 929-956 (2023). MSC: 62M05 60Jxx 60Fxx 62E10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link HAL
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Comte, F.; Duval, C. Should we estimate a product of density functions by a product of estimators? (English) Zbl 07649361 Electron. J. Stat. 17, No. 1, 198-242 (2023). MSC: 62G05 62G07 × Cite Format Result Cite Review PDF Full Text: DOI Link
Lehrer, Steven F.; Pohl, R. Vincent; Song, Kyungchul Multiple testing and the distributional effects of accountability incentives in education. (English) Zbl 1547.62818 J. Bus. Econ. Stat. 40, No. 4, 1552-1568 (2022). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Backhoff-Veraguas, Julio; Fontbona, Joaquin; Rios, Gonzalo; Tobar, Felipe Bayesian learning with Wasserstein barycenters. (English) Zbl 07730417 ESAIM, Probab. Stat. 26, 436-472 (2022). MSC: 62G05 62F15 62H10 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dai, Yin; Li, Rui Nan Transportation inequalities for stochastic heat equation with rough dependence in space. (English) Zbl 1503.60021 Acta Math. Sin., Engl. Ser. 38, No. 11, 2019-2038 (2022). Reviewer: Jaak Henno (Tallinn) MSC: 60E15 60H15 60G22 94A15 60H40 × Cite Format Result Cite Review PDF Full Text: DOI
Mourtada, Jaouad; Gaïffas, Stéphane An improper estimator with optimal excess risk in misspecified density estimation and logistic regression. (English) Zbl 07625184 J. Mach. Learn. Res. 23, Paper No. 31, 49 p. (2022). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Nguyen, TrungTin; Nguyen, Hien Duy; Chamroukhi, Faicel; Forbes, Florence A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models. (English) Zbl 07603097 Electron. J. Stat. 16, No. 2, 4742-4822 (2022). MSC: 62H30 62E17 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Luo, Bin; Gao, Xiaoli High-dimensional robust approximated \(M\)-estimators for mean regression with asymmetric data. (English) Zbl 1520.62095 J. Multivariate Anal. 192, Article ID 105080, 21 p. (2022). MSC: 62J07 62H12 62F12 62F35 62J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Papagiannouli, Katerina A Lepskiĭ-type stopping rule for the covariance estimation of multi-dimensional Lévy processes. (English) Zbl 07594031 Stat. Inference Stoch. Process. 25, No. 3, 505-535 (2022). MSC: 62Mxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lee, Se Yoon Gibbs sampler and coordinate ascent variational inference: a set-theoretical review. (English) Zbl 07533621 Commun. Stat., Theory Methods 51, No. 6, 1549-1568 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Belomestny, Denis; Iosipoi, Leonid; Paris, Quentin; Zhivotovskiy, Nikita Empirical variance minimization with applications in variance reduction and optimal control. (English) Zbl 07526588 Bernoulli 28, No. 2, 1382-1407 (2022). MSC: 62Gxx 62Hxx 60Gxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Michel, Bertrand; Nouy, Anthony Learning with tree tensor networks: complexity estimates and model selection. (English) Zbl 07526570 Bernoulli 28, No. 2, 910-936 (2022). MSC: 62Gxx 41Axx 42Cxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Alquier, Pierre; Marie, Nicolas; Rosier, Amélie Tight risk bound for high dimensional time series completion. (English) Zbl 1493.62545 Electron. J. Stat. 16, No. 1, 3001-3035 (2022). MSC: 62M20 62H12 37A25 62H25 62M10 60B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Garnier, Rémy; Langhendries, Raphaël Concentration inequalities for non-causal random fields. (English) Zbl 1490.60129 Electron. J. Stat. 16, No. 1, 1681-1725 (2022). MSC: 60G60 60G48 60E15 68Q32 62M45 × Cite Format Result Cite Review PDF Full Text: DOI Link
Mukherjee, Debarghya; Banerjee, Moulinath; Ritov, Ya’acov On robust learning in the canonical change point problem under heavy tailed errors in finite and growing dimensions. (English) Zbl 07524949 Electron. J. Stat. 16, No. 1, 1153-1252 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Maillard, Guillaume Aggregated hold out for sparse linear regression with a robust loss function. (English) Zbl 1493.62443 Electron. J. Stat. 16, No. 1, 935-997 (2022). MSC: 62J07 62J99 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Lopes, Miles E.; Yao, Junwen A sharp lower-tail bound for Gaussian maxima with application to bootstrap methods in high dimensions. (English) Zbl 1490.60079 Electron. J. Stat. 16, No. 1, 58-83 (2022). MSC: 60G15 60E15 62G09 62G32 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zhao, Jun; Yan, Guan’ao; Zhang, Yi Robust estimation and shrinkage in ultrahigh dimensional expectile regression with heavy tails and variance heterogeneity. (English) Zbl 07504782 Stat. Pap. 63, No. 1, 1-28 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kamila, Kare General Hannan and Quinn criterion for common time series. (English) Zbl 07491701 Statistics 56, No. 1, 222-241 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Cohen, Albert; Dahmen, Wolfgang; Mula, Olga; Nichols, James Nonlinear reduced models for state and parameter estimation. (English) Zbl 1482.65170 SIAM/ASA J. Uncertain. Quantif. 10, 227-267 (2022). MSC: 65M32 65M12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Della Maestra, Laetitia; Hoffmann, Marc Nonparametric estimation for interacting particle systems: McKean-Vlasov models. (English) Zbl 07465487 Probab. Theory Relat. Fields 182, No. 1-2, 551-613 (2022). MSC: 62G05 62M05 60J80 60J20 92D25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Marie, Nicolas Projection estimators of the stationary density of a differential equation driven by the fractional Brownian motion. (English) Zbl 1474.60151 Stat. Probab. Lett. 180, Article ID 109244, 9 p. (2022). MSC: 60H10 60G22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fernandes, Marcelo; Guerre, Emmanuel; Horta, Eduardo Smoothing quantile regressions. (English) Zbl 1547.62717 J. Bus. Econ. Stat. 39, No. 1, 338-357 (2021). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jackson, John; Laurenti, Luca; Frew, Eric; Lahijanian, Morteza Strategy synthesis for partially-known switched stochastic systems. (English) Zbl 07807679 Proceedings of the 24th ACM international conference on hybrid systems: computation and control, HSCC 2021, part of CPS-IoT week, Nashville, TN, USA, May 19–21, 2021. New York, NY: Association for Computing Machinery (ACM). Paper No. 6, 11 p. (2021). MSC: 68Q45 68Q60 93C30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chrétien, Stéphane; Cucuringu, Mihai; Lecué, Guillaume; Neirac, Lucie Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature. (English) Zbl 07626745 J. Mach. Learn. Res. 22, Paper No. 230, 64 p. (2021). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Graham, Carl Regenerative properties of the linear Hawkes process with unbounded memory. (English) Zbl 1484.60055 Ann. Appl. Probab. 31, No. 6, 2844-2863 (2021). MSC: 60G55 60K05 62M09 44A10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Wang, Wenjia On the inference of applying Gaussian process modeling to a deterministic function. (English) Zbl 1498.62180 Electron. J. Stat. 15, No. 2, 5014-5066 (2021). MSC: 62M30 60G15 62G08 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Lehéricy, Luc Nonasymptotic control of the MLE for misspecified nonparametric hidden Markov models. (English) Zbl 1493.62509 Electron. J. Stat. 15, No. 2, 4916-4965 (2021). MSC: 62M09 62G20 62G35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Mukherjee, Debarghya; Banerjee, Moulinath; Ritov, Ya’acov Optimal linear discriminators for the discrete choice model in growing dimensions. (English) Zbl 1486.62189 Ann. Stat. 49, No. 6, 3324-3357 (2021). MSC: 62H30 62G05 62G20 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mbakop, Eric; Tabord-Meehan, Max Model selection for treatment choice: penalized welfare maximization. (English) Zbl 1475.91067 Econometrica 89, No. 2, 825-848 (2021). MSC: 91B06 62P20 91B15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cao, Kaikai; Zeng, Xiaochen Adaptive wavelet density estimation under independence hypothesis. (English) Zbl 1479.42093 Result. Math. 76, No. 4, Paper No. 196, 23 p. (2021). Reviewer: Ilona Iglewska-Nowak (Szczecin) MSC: 42C40 62G07 62G20 46E35 × Cite Format Result Cite Review PDF Full Text: DOI DOI
Le Guével, Ronan Exponential inequalities for the supremum of some counting processes and their square martingales. (English. French summary) Zbl 1495.60008 C. R., Math., Acad. Sci. Paris 359, No. 8, 969-982 (2021). MSC: 60E15 60G55 × Cite Format Result Cite Review PDF Full Text: DOI
Caron, Emmanuel; Dedecker, Jérôme; Michel, Bertrand Gaussian linear model selection in a dependent context. (English) Zbl 1471.62310 Electron. J. Stat. 15, No. 2, 4823-4867 (2021). MSC: 62G07 62G08 62M10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Gregory, Karl; Mammen, Enno; Wahl, Martin Statistical inference in sparse high-dimensional additive models. (English) Zbl 1473.62135 Ann. Stat. 49, No. 3, 1514-1536 (2021). MSC: 62G08 62G20 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sart, Mathieu Minimax bounds for Besov classes in density estimation. (English) Zbl 1472.62057 Electron. J. Stat. 15, No. 1, 3184-3216 (2021). MSC: 62G07 62C20 × Cite Format Result Cite Review PDF Full Text: DOI
Kwon, Joon; Lecué, Guillaume; Lerasle, Matthieu A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning. (English) Zbl 1466.62272 Electron. J. Stat. 15, No. 1, 1202-1227 (2021). MSC: 62F35 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cai, Tony; Li, Hongzhe; Ma, Rong Optimal structured principal subspace estimation: metric entropy and minimax rates. (English) Zbl 1539.62175 J. Mach. Learn. Res. 22, Paper No. 46, 45 p. (2021). MSC: 62H25 65F55 65F15 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Hütter, Jan-Christian; Rigollet, Philippe Minimax estimation of smooth optimal transport maps. (English) Zbl 1468.62268 Ann. Stat. 49, No. 2, 1166-1194 (2021). MSC: 62G05 46E30 42C40 90B06 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Leonardi, Florencia; Lopez-Rosenfeld, Matías; Rodriguez, Daniela; Severino, Magno T. F.; Sued, Mariela Independent block identification in multivariate time series. (English) Zbl 1468.62340 J. Time Ser. Anal. 42, No. 1, 19-33 (2021). MSC: 62M10 62M15 60G10 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Bahlali, Khaled; Mouchtabih, Soufiane; Tangpi, Ludovic Quadratic transportation inequalities for SDEs with measurable drift. (English) Zbl 1478.60070 Proc. Am. Math. Soc. 149, No. 8, 3583-3596 (2021). MSC: 60E15 60H20 60J60 28C20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Schneider, Friedrich Martin; Solecki, Sławomir Concentration of measure, classification of submeasures, and dynamics of \(L_0\). (English) Zbl 1475.60048 J. Funct. Anal. 280, No. 5, Article ID 108890, 52 p. (2021). Reviewer: Fraser Daly (Edinburgh) MSC: 60E15 28A60 43A07 54H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fearnhead, Paul; Rigaill, Guillem Relating and comparing methods for detecting changes in mean. (English) Zbl 07851178 Stat 9, No. 1, Paper No. e291, 11 p. (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Berner, Julius; Grohs, Philipp; Jentzen, Arnulf Analysis of the generalization error: empirical risk minimization over deep artificial neural networks overcomes the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations. (English) Zbl 1480.60191 SIAM J. Math. Data Sci. 2, No. 3, 631-657 (2020). MSC: 60H30 65C30 62M45 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gribonval, Rémi; Blanchard, Gilles; Keriven, Nicolas; Traonmilin, Yann Statistical learning guarantees for compressive clustering and compressive mixture modeling. (English) Zbl 1478.62165 Math. Stat. Learn. 3, No. 2, 165-257 (2020). MSC: 62H30 62C25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gribonval, Rémi; Blanchard, Gilles; Keriven, Nicolas; Traonmilin, Yann Compressive statistical learning with random feature moments. (English) Zbl 1478.62164 Math. Stat. Learn. 3, No. 2, 113-164 (2020). MSC: 62H30 62G05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Halconruy, H.; Marie, N. Kernel selection in nonparametric regression. (English) Zbl 1476.62069 Math. Methods Stat. 29, No. 1, 32-56 (2020). MSC: 62G07 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Costa, Manon; Graham, Carl; Marsalle, Laurence; Tran, Viet Chi Renewal in Hawkes processes with self-excitation and inhibition. (English) Zbl 1473.60081 Adv. Appl. Probab. 52, No. 3, 879-915 (2020). MSC: 60G55 60F99 60K05 60K25 44A10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Shang, Shijie; Wang, Ran Transportation inequalities under uniform metric for a stochastic heat equation driven by time-white and space-colored noise. (English) Zbl 1468.60029 Acta Appl. Math. 170, 81-97 (2020). MSC: 60E15 60H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Baraud, Yannick; Birgé, Lucien Robust Bayes-like estimation: rho-Bayes estimation. (English) Zbl 1461.62038 Ann. Stat. 48, No. 6, 3699-3720 (2020). Reviewer: Apostolos Batsidis (Ioannina) MSC: 62F15 62F35 62C20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid Link
Gerchinovitz, Sébastien; Ménard, Pierre; Stoltz, Gilles Fano’s inequality for random variables. (English) Zbl 07292508 Stat. Sci. 35, No. 2, 178-201 (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Szabó, Botond; van Zanten, Harry Adaptive distributed methods under communication constraints. (English) Zbl 1455.62097 Ann. Stat. 48, No. 4, 2347-2380 (2020). MSC: 62G20 62G08 62B10 62C20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Schmidt-Hieber, Johannes Nonparametric regression using deep neural networks with ReLU activation function. (English) Zbl 1459.62059 Ann. Stat. 48, No. 4, 1875-1897 (2020); correction ibid. 52, No. 1, 413-414 (2024). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62G08 62M45 62C20 42C40 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Hütter, Jan-Christian; Mao, Cheng; Rigollet, Philippe; Robeva, Elina Estimation of Monge matrices. (English) Zbl 1460.62082 Bernoulli 26, No. 4, 3051-3080 (2020). MSC: 62H12 62F30 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Bacry, Emmanuel; Bompaire, Martin; Gaïffas, Stéphane; Muzy, Jean-Francois Sparse and low-rank multivariate Hawkes processes. (English) Zbl 1499.60153 J. Mach. Learn. Res. 21, Paper No. 50, 32 p. (2020). MSC: 60G55 60E15 60G42 62H12 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Bartl, Daniel; Tangpi, Ludovic Functional inequalities for forward and backward diffusions. (English) Zbl 1459.60156 Electron. J. Probab. 25, Paper No. 94, 22 p. (2020). MSC: 60J60 60G40 60E15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Barbour, A. D.; Ross, Nathan; Wen, Yuting Central moment inequalities using Stein’s method. (English) Zbl 1459.60045 Electron. J. Probab. 25, Paper No. 91, 21 p. (2020). MSC: 60E15 60C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Saha, Sujayam; Guntuboyina, Adityanand On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising. (English) Zbl 1454.62120 Ann. Stat. 48, No. 2, 738-762 (2020). Reviewer: Dimitrios Bagkavos (Ioannina) MSC: 62G07 62C12 62C10 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Hütter, Jan-Christian; Mao, Cheng; Rigollet, Philippe; Robeva, Elina Optimal rates for estimation of two-dimensional totally positive distributions. (English) Zbl 1446.62105 Electron. J. Stat. 14, No. 2, 2600-2652 (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G05 62G07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Marbac, Matthieu; Sedki, Mohammed; Patin, Tienne Variable selection for mixed data clustering: application in human population genomics. (English) Zbl 07223592 J. Classif. 37, No. 1, 124-142 (2020). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Najnudel, Joseph On consecutive values of random completely multiplicative functions. (English) Zbl 1470.11214 Electron. J. Probab. 25, Paper No. 59, 28 p. (2020). Reviewer: Symon Serbenyuk (Kyïv) MSC: 11K65 11N37 60F05 60F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Hafiene, Yosra; Fadili, Jalal M.; Chesneau, Christophe; Elmoataz, Abderrahim Continuum limit of the nonlocal \(p\)-Laplacian evolution problem on random inhomogeneous graphs. (English) Zbl 1442.65212 ESAIM, Math. Model. Numer. Anal. 54, No. 2, 565-589 (2020). MSC: 65M12 35K92 05C80 35A35 35K20 35R02 35R09 65M15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Banerjee, Sayan; Mukherjee, Debankur Join-the-shortest queue diffusion limit in Halfin-Whitt regime: sensitivity on the heavy-traffic parameter. (English) Zbl 1434.60263 Ann. Appl. Probab. 30, No. 1, 80-144 (2020). MSC: 60K25 60J60 60K05 60H20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Minami, Kentaro Estimating piecewise monotone signals. (English) Zbl 1440.62308 Electron. J. Stat. 14, No. 1, 1508-1576 (2020). MSC: 62L10 62J02 62G10 05C90 62C20 62J05 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Brault, Vincent; Keribin, Christine; Mariadassou, Mahendra Consistency and asymptotic normality of latent block model estimators. (English) Zbl 1439.62256 Electron. J. Stat. 14, No. 1, 1234-1268 (2020). MSC: 62R07 62H20 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Luu, Tung Duy; Fadili, Jalal; Chesneau, Christophe Sharp oracle inequalities for low-complexity priors. (English) Zbl 1439.62141 Ann. Inst. Stat. Math. 72, No. 2, 353-397 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62H12 62H10 62R10 60E15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Juditsky, Anatoli; Nemirovski, Arkadi On polyhedral estimation of signals via indirect observations. (English) Zbl 1436.62718 Electron. J. Stat. 14, No. 1, 458-502 (2020). Reviewer: Fahrettin Özbey (Bitlis) MSC: 62R10 62J05 62H12 62G07 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Wang, Di; Xu, Jinhui Principal component analysis in the local differential privacy model. (English) Zbl 1436.68100 Theor. Comput. Sci. 809, 296-312 (2020). MSC: 68P27 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Castellan, Gwenaëlle; Cousien, Anthony; Tran, Viet Chi Non-parametric adaptive estimation of order 1 Sobol indices in stochastic models, with an application to epidemiology. (English) Zbl 1430.49047 Electron. J. Stat. 14, No. 1, 50-81 (2020). MSC: 49Q12 62G08 62P10 92D30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Cortés, J.-C.; Navarro-Quiles, Ana; Romero, J.-V.; Roselló, M.-D. Analysis of random non-autonomous logistic-type differential equations via the Karhunen-Loève expansion and the random variable transformation technique. (English) Zbl 1464.60059 Commun. Nonlinear Sci. Numer. Simul. 72, 121-138 (2019). MSC: 60H10 34F05 60G12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Alquier, Pierre; Doukhan, Paul; Fan, Xiequan Exponential inequalities for nonstationary Markov chains. (English) Zbl 1434.60171 Depend. Model. 7, 150-168 (2019). MSC: 60J05 60E15 62M05 62M10 62M20 68Q32 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Khoshnevisan, Davar; Sarantsev, Andrey Talagrand concentration inequalities for stochastic partial differential equations. (English) Zbl 1457.60037 Stoch. Partial Differ. Equ., Anal. Comput. 7, No. 4, 679-698 (2019). MSC: 60E15 60H15 60J60 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shang, Shijie; Zhang, Tusheng Talagrand concentration inequalities for stochastic heat-type equations under uniform distance. (English) Zbl 1427.60134 Electron. J. Probab. 24, Paper No. 129, 15 p. (2019). MSC: 60H15 93E20 35R60 × Cite Format Result Cite Review PDF Full Text: DOI Euclid