Bhattiprolu, Vijay; Ghosh, Mrinal Kanti; Guruswami, Venkatesan; Lee, Euiwoong; Tulsiani, Madhur Inapproximability of matrix \(p\rightarrow q\) norms. (English) Zbl 07672226 SIAM J. Comput. 52, No. 1, 132-155 (2023). MSC: 68-XX 90-XX 46-XX PDFBibTeX XMLCite \textit{V. Bhattiprolu} et al., SIAM J. Comput. 52, No. 1, 132--155 (2023; Zbl 07672226) Full Text: DOI arXiv
Puchkin, Nikita; Spokoiny, Vladimir Structure-adaptive manifold estimation. (English) Zbl 07625193 J. Mach. Learn. Res. 23, Paper No. 40, 62 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{N. Puchkin} and \textit{V. Spokoiny}, J. Mach. Learn. Res. 23, Paper No. 40, 62 p. (2022; Zbl 07625193) Full Text: arXiv Link
Ausset, Guillaume; Clémençon, Stephan; Portier, François Empirical risk minimization under random censorship. (English) Zbl 07625158 J. Mach. Learn. Res. 23, Paper No. 5, 59 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Ausset} et al., J. Mach. Learn. Res. 23, Paper No. 5, 59 p. (2022; Zbl 07625158) Full Text: arXiv Link
Zhang, Yikun; Chen, Yen-Chi Kernel smoothing, mean shift, and their learning theory with directional data. (English) Zbl 07415097 J. Mach. Learn. Res. 22, Paper No. 154, 92 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Zhang} and \textit{Y.-C. Chen}, J. Mach. Learn. Res. 22, Paper No. 154, 92 p. (2021; Zbl 07415097) Full Text: arXiv Link
Petersen, Lasse; Hansen, Niels Richard Testing conditional independence via quantile regression based partial copulas. (English) Zbl 07370587 J. Mach. Learn. Res. 22, Paper No. 70, 47 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Petersen} and \textit{N. R. Hansen}, J. Mach. Learn. Res. 22, Paper No. 70, 47 p. (2021; Zbl 07370587) Full Text: arXiv Link
Giannella, Chris R. Instability results for Euclidean distance, nearest neighbor search on high dimensional Gaussian data. (English) Zbl 1516.68036 Inf. Process. Lett. 169, Article ID 106115, 7 p. (2021). MSC: 68P20 68P10 68T09 PDFBibTeX XMLCite \textit{C. R. Giannella}, Inf. Process. Lett. 169, Article ID 106115, 7 p. (2021; Zbl 1516.68036) Full Text: DOI
Wang, Yazhen; Wu, Shang Asymptotic analysis via stochastic differential equations of gradient descent algorithms in statistical and computational paradigms. (English) Zbl 07306890 J. Mach. Learn. Res. 21, Paper No. 199, 103 p. (2020). MSC: 65K05 60F05 60H15 62L20 68T05 90C15 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{S. Wu}, J. Mach. Learn. Res. 21, Paper No. 199, 103 p. (2020; Zbl 07306890) Full Text: arXiv Link
Wang, Daren; Lu, Xinyang; Rinaldo, Alessandro DBSCAN: optimal rates for density-based cluster estimation. (English) Zbl 1446.62184 J. Mach. Learn. Res. 20, Paper No. 170, 50 p. (2019). MSC: 62H30 62H22 62G07 62C20 05C90 62-08 68T05 PDFBibTeX XMLCite \textit{D. Wang} et al., J. Mach. Learn. Res. 20, Paper No. 170, 50 p. (2019; Zbl 1446.62184) Full Text: arXiv Link
Chacón, José E. Mixture model modal clustering. (English) Zbl 1474.62218 Adv. Data Anal. Classif., ADAC 13, No. 2, 379-404 (2019). MSC: 62H30 68T10 91C20 PDFBibTeX XMLCite \textit{J. E. Chacón}, Adv. Data Anal. Classif., ADAC 13, No. 2, 379--404 (2019; Zbl 1474.62218) Full Text: DOI arXiv
Sasaki, Hiroaki; Kanamori, Takafumi; Hyvärinen, Aapo; Niu, Gang; Sugiyama, Masashi Mode-seeking clustering and density ridge estimation via direct estimation of density-derivative-ratios. (English) Zbl 1468.68168 J. Mach. Learn. Res. 18(2017-2018), Paper No. 180, 47 p. (2018). MSC: 68T05 62G07 62H30 62J07 PDFBibTeX XMLCite \textit{H. Sasaki} et al., J. Mach. Learn. Res. 18, Paper No. 180, 47 p. (2018; Zbl 1468.68168) Full Text: arXiv Link
Delicado, Pedro; Vieu, Philippe Optimal level sets for bivariate density representation. (English) Zbl 1325.62038 J. Multivariate Anal. 140, 1-18 (2015). Reviewer: Vjatscheslav Vasiliev (Tomsk) MSC: 62E17 62G07 62G20 68R10 94C15 05C80 65C60 PDFBibTeX XMLCite \textit{P. Delicado} and \textit{P. Vieu}, J. Multivariate Anal. 140, 1--18 (2015; Zbl 1325.62038) Full Text: DOI Link
Aistleitner, Christoph On the limit distribution of the normality measure of random binary sequences. (English) Zbl 1297.68188 Bull. Lond. Math. Soc. 46, No. 5, 968-980 (2014). MSC: 68R15 11K45 60C05 60F05 PDFBibTeX XMLCite \textit{C. Aistleitner}, Bull. Lond. Math. Soc. 46, No. 5, 968--980 (2014; Zbl 1297.68188) Full Text: DOI arXiv
Hofmann, Thomas; Schölkopf, Bernhard; Smola, Alexander J. Kernel methods in machine learning. (English) Zbl 1151.30007 Ann. Stat. 36, No. 3, 1171-1220 (2008). Reviewer: Miloš Čanak (Beograd) MSC: 30C40 68T05 PDFBibTeX XMLCite \textit{T. Hofmann} et al., Ann. Stat. 36, No. 3, 1171--1220 (2008; Zbl 1151.30007) Full Text: DOI arXiv
Koltchinskii, Vladimir Local Rademacher complexities and oracle inequalities in risk minimization. (2004 IMS Medallion Lecture). (With discussions and rejoinder). (English) Zbl 1118.62065 Ann. Stat. 34, No. 6, 2593-2706 (2006). MSC: 62H30 60B99 68Q32 62G08 68T05 68T10 PDFBibTeX XMLCite \textit{V. Koltchinskii}, Ann. Stat. 34, No. 6, 2593--2706 (2006; Zbl 1118.62065) Full Text: DOI arXiv
Giné, Evarist; Koltchinskii, Vladimir Concentration inequalities and asymptotic results for ratio type empirical processes. (English) Zbl 1152.60021 Ann. Probab. 34, No. 3, 1143-1216 (2006). MSC: 60E15 60F17 60F15 62G08 68T10 PDFBibTeX XMLCite \textit{E. Giné} and \textit{V. Koltchinskii}, Ann. Probab. 34, No. 3, 1143--1216 (2006; Zbl 1152.60021) Full Text: DOI arXiv
Vehtari, Aki; Lampinen, Jouko Bayesian model assessment and comparison using cross-validation predictive densities. (English) Zbl 1002.62029 Neural Comput. 14, No. 10, 2439-2468 (2002). MSC: 62F15 65C60 68T05 PDFBibTeX XMLCite \textit{A. Vehtari} and \textit{J. Lampinen}, Neural Comput. 14, No. 10, 2439--2468 (2002; Zbl 1002.62029) Full Text: DOI
Pintér, Márta On the rate of convergence of error estimates for the partitioning classification rule. (English) Zbl 0997.68112 Theor. Comput. Sci. 284, No. 1, 181-196 (2002). MSC: 68T10 PDFBibTeX XMLCite \textit{M. Pintér}, Theor. Comput. Sci. 284, No. 1, 181--196 (2002; Zbl 0997.68112) Full Text: DOI
Tsai, Li-Hui An algorithm for flow time minimization and its asymptotic makespan properties. (English) Zbl 0780.68069 Inf. Process. Lett. 43, No. 1, 41-46 (1992). MSC: 68Q25 68M20 90B35 PDFBibTeX XMLCite \textit{L.-H. Tsai}, Inf. Process. Lett. 43, No. 1, 41--46 (1992; Zbl 0780.68069) Full Text: DOI