×

Found 102 Documents (Results 1–100)

Out-of-sample utility bounds for empirically optimal portfolios in a single-period investment problem. (English) Zbl 1479.91364

Karapetyants, Alexey N. (ed.) et al., Operator theory and harmonic analysis. OTHA 2020, Part II – probability-analytical models, methods and applications. Based on the international conference on modern methods, problems and applications of operator theory and harmonic analysis. Cham: Springer. Springer Proc. Math. Stat. 358, 335-353 (2021).
MSC:  91G10 91B16
PDFBibTeX XMLCite
Full Text: DOI

On bounds for characteristic functions of powers of asymptotically normal variables. (English. Russian original) Zbl 1388.60054

Theory Probab. Appl. 62, No. 1, 98-116 (2018); translation from Teor. Veroyatn. Primen. 62, No. 1, 122-144 (2017).
MSC:  60E10 60E15 60F05
PDFBibTeX XMLCite
Full Text: DOI

Parallel and robust empirical risk minimization via the median trick. (English) Zbl 1497.68427

Blömer, Johannes (ed.) et al., Mathematical aspects of computer and information sciences. 7th international conference, MACIS 2017, Vienna, Austria, November 15–17, 2017. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10693, 378-391 (2017).
MSC:  68T05 62H30 68W10
PDFBibTeX XMLCite
Full Text: DOI

Preserving statistical validity in adaptive data analysis (extended abstract). (English) Zbl 1321.68401

Proceedings of the 47th annual ACM symposium on theory of computing, STOC ’15, Portland, OR, USA, June 14–17, 2015. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-3536-2). 117-126 (2015).
MSC:  68T05 94A60
PDFBibTeX XMLCite
Full Text: DOI arXiv

Generalization bounds for time series prediction with non-stationary processes. (English) Zbl 1432.62304

Auer, Peter (ed.) et al., Algorithmic learning theory. 25th international conference, ALT 2014, Bled, Slovenia, October 8–10, 2014. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 8776, 260-274 (2014).
MSC:  62M10 62M20
PDFBibTeX XMLCite
Full Text: DOI

Bounds for the average generalization error of the mixture of experts neural network. (English) Zbl 1104.68586

Fred, Ana (ed.) et al., Structural, syntactic, and statistical pattern recognition. Joint IAPR international workshops SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18–20, 2004. Proceedings. Berlin: Springer (ISBN 3-540-22570-6/pbk). Lecture Notes in Computer Science 3138, 618-625 (2004).
MSC:  68T10 68T05
PDFBibTeX XMLCite
Full Text: DOI

Local complexities for empirical risk minimization. (English) Zbl 1078.68046

Shawe-Taylor, John (ed.) et al., Learning theory. 17th annual conference on learning theory, COLT 2004, Banff, Canada, July 1–4, 2004. Proceedings. Berlin: Springer (ISBN 3-540-22282-0/pbk). Lecture Notes in Computer Science 3120. Lecture Notes in Artificial Intelligence, 270-284 (2004).
MSC:  68Q32
PDFBibTeX XMLCite
Full Text: DOI

Random subclass bounds. (English) Zbl 1274.68339

Schölkopf, Bernhard (ed.) et al., Learning theory and kernel machines. 16th annual conference on learning theory and 7th kernel workshop, COLT/Kernel 2003, Washington, DC, USA, August 24–27, 2003. Proceedings. Berlin: Springer (ISBN 3-540-40720-0/pbk). Lect. Notes Comput. Sci. 2777, 329-343 (2003).
MSC:  68T05
PDFBibTeX XMLCite
Full Text: DOI

On the concept of \(\lambda\)-convergence of statistical experiments. (English. Russian original) Zbl 0840.62008

Proc. Steklov Inst. Math. 202, 225-228 (1994); translation from Tr. Mat. Inst. Steklova 202, 282-286 (1993).
MSC:  62B15 60F99
PDFBibTeX XMLCite

Filter Results by …

Document Type

all top 5

Author

all top 5

Year of Publication

all top 3

Main Field