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Found 115 Documents (Results 1–100)

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Koltchinskii, Vladimir; Wahl, Martin

Functional estimation in log-concave location families. (English) Zbl 07814333

Adamczak, Radosław (ed.) et al., High dimensional probability IX. The ethereal volume. Selected papers based on the presentations at the 9th conference, virtual, June 15–19, 2020. Cham: Springer. Prog. Probab. 80, 393-440 (2023).
MSC:  62H12 62G20 62H25 60B20
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\textit{V. Koltchinskii} and \textit{M. Wahl}, Prog. Probab. 80, 393--440 (2023; Zbl 07814333)
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Koltchinskii, Vladimir

Asymptotic efficiency in high-dimensional covariance estimation. (English) Zbl 1451.62057

Sirakov, Boyan (ed.) et al., Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1–9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2903-2923 (2018).
MSC:  62H12 62H25 62G20 62C20 62R10 60B20 00A27
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\textit{V. Koltchinskii}, in: Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1--9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2903--2923 (2018; Zbl 1451.62057)
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Koltchinskii, Vladimir; Xia, Dong

Perturbation of linear forms of singular vectors under Gaussian noise. (English) Zbl 1353.15034

Houdré, Christian (ed.) et al., High dimensional probability VII. The Cargèse volume. Selected papers based on the presentations at the 7th conference, HDP VII, Institut d’Études Scientifiques de Cargèse, IESC, Fance, May 26–30, 2014. Basel: Birkhäuser/Springer (ISBN 978-3-319-40517-9/hbk; 978-3-319-40519-3/ebook). Progress in Probability 71, 397-423 (2016).
MSC:  15B52 60B20 15A18 60G15
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\textit{V. Koltchinskii} and \textit{D. Xia}, Prog. Probab. 71, 397--423 (2016; Zbl 1353.15034)
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Koltchinskii, Vladimir

A remark on low rank matrix recovery and noncommutative Bernstein type inequalities. (English) Zbl 1327.62434

Banerjee, M. (ed.) et al., From probability to statistics and back: high-dimensional models and processes. A Festschrift in honor of Jon A. Wellner. Including papers from the conference, Seattle, WA, USA, July 28–31, 2010. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-83-6). Institute of Mathematical Statistics Collections 9, 213-226 (2013).
MSC:  62J99 62H12 60B20 60G15
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\textit{V. Koltchinskii}, Inst. Math. Stat. Collect. 9, 213--226 (2013; Zbl 1327.62434)
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Banerjee, M. (ed.); Bunea, F. (ed.); Huang, J. (ed.); Koltchinskii, V. (ed.); Maathuis, M. H. (ed.)

From probability to statistics and back: high-dimensional models and processes. A Festschrift in honor of Jon A. Wellner. Including papers from the conference, Seattle, WA, USA, July 28–31, 2010. (English) Zbl 1319.62002

Institute of Mathematical Statistics Collections 9. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-83-6). xvi, 326 p. (2013).
MSC:  62-06 60-06 00B30
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\textit{M. Banerjee} (ed.) et al., From probability to statistics and back: high-dimensional models and processes. A Festschrift in honor of Jon A. Wellner. Including papers from the conference, Seattle, WA, USA, July 28--31, 2010. Beachwood, OH: IMS, Institute of Mathematical Statistics (2013; Zbl 1319.62002)
Full Text: Euclid
Koltchinskii, Vladimir; Rangel, Pedro

Low rank estimation of similarities on graphs. (English) Zbl 1329.62261

Houdré, Christian (ed.) et al., High dimensional probability VI. The Banff volume. Proceedings of the sixth high dimensional probability conference (HDP VI), Banff, Canada, October 9–14, 2011. Basel: Birkhäuser (ISBN 978-3-0348-0489-9/hbk; 978-3-0348-0490-5/ebook). Progress in Probability 66, 305-325 (2013).
MSC:  62H12
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\textit{V. Koltchinskii} and \textit{P. Rangel}, Prog. Probab. 66, 305--325 (2013; Zbl 1329.62261)
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Koltchinskii, Vladimir

Oracle inequalities in empirical risk minimization and sparse recovery problems. École d’Été de Probabilités de Saint-Flour XXXVIII-2008. (English) Zbl 1223.91002

Lecture Notes in Mathematics 2033. Berlin: Springer (ISBN 978-3-642-22146-0/pbk; 978-3-642-22147-7/ebook). ix, 254 p. (2011).
Reviewer: Pavel Stoynov (Sofia)
MSC:  91-02 91B30 62H30 62H12 90C08 60B20 60G35
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\textit{V. Koltchinskii}, Oracle inequalities in empirical risk minimization and sparse recovery problems. École d'Été de Probabilités de Saint-Flour XXXVIII-2008. Berlin: Springer (2011; Zbl 1223.91002)
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Koltchinskii, Vladimir; Sakhanenko, Lyudmila

Asymptotics of statistical estimators of integral curves. (English) Zbl 1243.62042

Houdré, Christian (ed.) et al., High dimensional probability. V: The Luminy volume. Most papers based on the presentations at the conference (HDP V), Luminy, France, May 26–30, 2008. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-78-2). Institute of Mathematical Statistics Collections 5, 326-337 (2009).
MSC:  62G05 62G08 62G20
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\textit{V. Koltchinskii} and \textit{L. Sakhanenko}, Inst. Math. Stat. Collect. 5, 326--337 (2009; Zbl 1243.62042)
Full Text: DOI Euclid
Houdré, Christian (ed.); Koltchinskii, Vladimir (ed.); Mason, David M. (ed.); Peligrad, Magda (ed.)

High dimensional probability. V: The Luminy volume. Most papers based on the presentations at the conference (HDP V), Luminy, France, May 26–30, 2008. (English) Zbl 1228.60006

Institute of Mathematical Statistics Collections 5. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-78-2). viii, 356 p. (2009).
MSC:  60-06 00B25
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\textit{C. Houdré} (ed.) et al., High dimensional probability. V: The Luminy volume. Most papers based on the presentations at the conference (HDP V), Luminy, France, May 26--30, 2008. Beachwood, OH: IMS, Institute of Mathematical Statistics (2009; Zbl 1228.60006)
Full Text: Euclid
Bartlett, Peter L. (ed.); Koltchinskii, Vladimir (ed.); Tsybakov, Alexandre B. (ed.); Van De Geer, Sara (ed.)

Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. (English) Zbl 1177.62001

Oberwolfach Rep. 6, No. 1, 867-916 (2009).
MSC:  62-06 00B05 68T99 68-06
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\textit{P. L. Bartlett} (ed.) et al., Oberwolfach Rep. 6, No. 1, 867--916 (2009; Zbl 1177.62001)
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Giné, Evarist; Koltchinskii, Vladimir

Empirical graph Laplacian approximation of Laplace-Beltrami operators: large sample results. (English) Zbl 1124.60030

Giné, Evarist (ed.) et al., High dimensional probability. Proceedings of the fourth international conference. Many papers based on the presentations at the conference, Santa Fe, NM, USA, June 20–24, 2005. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-67-6/pbk). Institute of Mathematical Statistics Lecture Notes - Monograph Series 51, 238-259 (2006).
MSC:  60F15 60F05 53A55 53B99 60F17
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\textit{E. Giné} and \textit{V. Koltchinskii}, IMS Lect. Notes, Monogr. Ser. 51, 238--259 (2006; Zbl 1124.60030)
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Giné, Evarist (ed.); Koltchinskii, Vladimir (ed.); Li, Wenbo (ed.); Zinn, Joel (ed.)

High dimensional probability. Proceedings of the fourth international conference. Many papers based on the presentations at the conference, Santa Fe, NM, USA, June 20–24, 2005. (English) Zbl 1113.60009

Institute of Mathematical Statistics Lecture Notes - Monograph Series 51. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-67-6/pbk). vii, 275 p., open access (2006).
MSC:  60-06 00B25
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\textit{E. Giné} (ed.) et al., High dimensional probability. Proceedings of the fourth international conference. Many papers based on the presentations at the conference, Santa Fe, NM, USA, June 20--24, 2005. Beachwood, OH: IMS, Institute of Mathematical Statistics (2006; Zbl 1113.60009)
Full Text: Euclid
Koltchinskii, Vladimir; Beznosova, Olexandra

Exponential convergence rates in classification. (English) Zbl 1137.68546

Auer, Peter (ed.) et al., Learning theory. 18th annual conference on learning theory, COLT 2005, Bertinoro, Italy, June 27–30, 2005. Proceedings. Berlin: Springer (ISBN 3-540-26556-2/pbk). Lecture Notes in Computer Science 3559. Lecture Notes in Artificial Intelligence, 295-307 (2005).
MSC:  68T05
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\textit{V. Koltchinskii} and \textit{O. Beznosova}, Lect. Notes Comput. Sci. 3559, 295--307 (2005; Zbl 1137.68546)
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Koltchinskii, Vladimir; Panchenko, Dmitry; Andonova, Savina

Generalization bounds for voting classifiers based on sparsity and clustering. (English) Zbl 1274.68328

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, 492-505 (2003).
MSC:  68T05 62H30
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\textit{V. Koltchinskii} et al., Lect. Notes Comput. Sci. 2777, 492--505 (2003; Zbl 1274.68328)
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Wellner, Jon A.; Koltchinskii, Vladimir

A note on the asymptotic distribution of Berk-Jones type statistics under the null hypothesis. (English) Zbl 1042.62009

Hoffmann-Jørgensen, Jørgen (ed.) et al., High dimensional probability III. Third international conference on high dimensional probability, Sandjberg, Denmark, June 24–28, 2002. Selected papers. Basel: Birkhäuser (ISBN 3-7643-2187-3/hbk). Prog. Probab. 55, 321-332 (2003).
MSC:  62E20 62G10
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\textit{J. A. Wellner} and \textit{V. Koltchinskii}, Prog. Probab. 55, 321--332 (2003; Zbl 1042.62009)
Giné, Evarist; Koltchinskii, Vladimir; Sakhanenko, Lyudmila

Convergence in distribution of self-normalized sup-norms of kernel density estimators. (English) Zbl 1042.62046

Hoffmann-Jørgensen, Jørgen (ed.) et al., High dimensional probability III. Third international conference on high dimensional probability, Sandjberg, Denmark, June 24–28, 2002. Selected papers. Basel: Birkhäuser (ISBN 3-7643-2187-3/hbk). Prog. Probab. 55, 241-253 (2003).
MSC:  62G20 62G07 60F15
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\textit{E. Giné} et al., Prog. Probab. 55, 241--253 (2003; Zbl 1042.62046)
Giné, Evarist; Koltchinskii, Vladimir; Wellner, Jon A.

Ratio limit theorems for empirical processes. (English) Zbl 1055.60019

Giné, Evariste (ed.) et al., Stochastic inequalities and applications. Selected papers presented at the Euroconference on “Stochastic inequalities and their applications”, Barcelona, June 18–22, 2002. Basel: Birkhäuser (ISBN 3-7643-2197-0/hbk). Prog. Probab. 56, 249-278 (2003).
Reviewer: Herold Dehling (Bochum)
MSC:  60F15 62G30
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\textit{E. Giné} et al., Prog. Probab. 56, 249--278 (2003; Zbl 1055.60019)
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy

Some local measures of complexity of convex hulls and generalization bounds. (English) Zbl 1050.68055

Kivinen, Jyrki (ed.) et al., Computational learning theory. 15th annual conference, COLT 2002, Sydney, Australia, July 8–10, 2002. Proceedings. Berlin: Springer (ISBN 3-540-43836-X). Lect. Notes Comput. Sci. 2375, 59-73 (2002).
MSC:  68Q32
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\textit{O. Bousquet} et al., Lect. Notes Comput. Sci. 2375, 59--73 (2002; Zbl 1050.68055)
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Koltchinskii, Vladimir; Panchenko, Dmitriy; Lozano, Fernando

Further explanation of the effectiveness of voting methods: The game between margins and weights. (English) Zbl 0992.68511

Helmbold, David (ed.) et al., Computational learning theory. 14th annual conference, COLT 2001, and 5th European conference, EuroCOLT 2001, Amsterdam, Netherlands, July 16-19, 2001. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2111, 241-255 (2001).
MSC:  68Q32 91A80
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\textit{V. Koltchinskii} et al., Lect. Notes Comput. Sci. 2111, 241--255 (2001; Zbl 0992.68511)
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Koltchinskii, Vladimir; Dudley, Richard

On spatial quantiles. (English) Zbl 0965.62048

Korolyuk, V. (ed.) et al., Skorokhod’s ideas in probability theory. Kyïv: Institute of Mathematics of NAS of Ukraine. Proc. Inst. Math. Natl. Acad. Sci. Ukr., Math. Appl. 32, 195-210 (2000).
Reviewer: A.V.Swishchuk (Kyïv)
MSC:  62H05 62G30 62H11
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\textit{V. Koltchinskii} and \textit{R. Dudley}, in: Skorokhod's ideas in probability theory. Kyïv: Institute of Mathematics of NAS of Ukraine. 195--210 (2000; Zbl 0965.62048)
Koltchinskii, Vladimir; Panchenko, Dmitriy

Rademacher processes and bounding the risk of function learning. (English) Zbl 1106.68385

Giné, Evarist (ed.) et al., High dimensional probability II. 2nd international conference, Univ. of Washington, DC, USA, August 1–6, 1999. Boston, MA: Birkhäuser (ISBN 0-8176-4160-2). Prog. Probab. 47, 443-457 (2000).
Reviewer: Yu. I. Petunin (MR1857339)
MSC:  68T05 62G05 68Q32
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\textit{V. Koltchinskii} and \textit{D. Panchenko}, Prog. Probab. 47, 443--457 (2000; Zbl 1106.68385)
Full Text: arXiv
Koltchinskii, V.

M-estimation and spatial quantiles. (English) Zbl 0844.62034

Rieder, Helmut (ed.), Robust statistics, data analysis, and computer intensive methods. In honor of Peter Huber’s 60th birthday. New York, NY: Springer-Verlag. Lect. Notes Stat., Springer-Verlag. 109, 235-250 (1996).
Reviewer: A.V.Bulinskij (Moskva)
MSC:  62G20 60F05 62E20 62G30
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\textit{V. Koltchinskii}, in: Robust statistics, data analysis, and computer intensive methods. In honor of Peter Huber's 60th birthday. New York, NY: Springer-Verlag. 235--250 (1996; Zbl 0844.62034)
Koltchinskii, V. I.

Spatial quantiles and \(L\)-estimators. (English) Zbl 1175.62031

Skorokhod, A.V. (ed.) et al., Exploring stochastic laws. Festschrift in honour of the 70th birthday of Academician Vladimir Semenovich Korolyuk. Utrecht: VSP (ISBN 90-6764-196-0). 183-199 (1995).
MSC:  62G05 62H12 62G20
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\textit{V. I. Koltchinskii}, in: Exploring stochastic laws. Festschrift in honour of the 70th birthday of Academician Vladimir Semenovich Korolyuk. Utrecht: VSP. 183--199 (1995; Zbl 1175.62031)
Koltchinskii, V.

Nonlinear transformations of empirical processes: Functional inverses and Bahadur-Kiefer representations. (English) Zbl 0843.60035

Grigelionis, B. (ed.) et al., Probability theory and mathematical statistics. Proceedings of the sixth Vilnius conference, Vilnius, Lithuania, June 28 - July 3, 1993. Utrecht: VSP. 423-445 (1994).
MSC:  60F17
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\textit{V. Koltchinskii}, in: Probability theory and mathematical statistics. Proceedings of the sixth Vilnius conference, Vilnius, Lithuania, June 28 - July 3, 1993. Utrecht: VSP; Vilnius: TEV. 423--445 (1994; Zbl 0843.60035)
Koltchinskii, V.

Bahadur-Kiefer approximation for spatial quantiles. (English) Zbl 0855.62035

Hoffmann-Jørgensen, Jørgen (ed.) et al., Probability in Banach spaces, 9: Proceedings from the 9th international conference on probability in Banach spaces, held at Sandbjerg, Denmark, August 16-21, 1993. Boston, MA: Birkhäuser. Prog. Probab. 35, 401-415 (1994).
Reviewer: S.B.Fotopoulos (MR 95j:62026)
MSC:  62G20 60F15
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\textit{V. Koltchinskii}, Prog. Probab. 35, 401--415 (1994; Zbl 0855.62035)
Kolchinskij, V. I.

Rates of convergence in the invariance principle for empirical processes. (English) Zbl 0786.60039

New trends in probability and statistics. Vol. 1, Proc. 23rd Bakuriani Colloq. in Honour of Yu. V. Prokhorov, Bakuriani/USSR 1990, 167-182 (1991).
Reviewer: H.Dehling (Groningen)
MSC:  60F17 62E20 60F05 60B12
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\textit{V. I. Kolchinskij}, in: New trends in probability and statistics. Vol. 1. Proceedings of the XXIII Bakuriani colloquium in Honour of Yu. V. Prokhorov, Bakuriani, Georgia, 24 February - 4 March, 1990. Utrecht: VSP; Vilnius: Mokslas. 167--182 (1991; Zbl 0786.60039)

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