-
2
-
-
34547706430
-
Fast learning rates for plug-in classifiers
-
MR2336861
-
AUDIBERT, J. and TSYBAKOV, A. (2007). Fast learning rates for plug-in classifiers. Ann. Statist. 35 608-633. MR2336861
-
(2007)
Ann. Statist.
, vol.35
, pp. 608-633
-
-
Audibert, J.1
Tsybakov, A.2
-
3
-
-
18044402908
-
Convergence rates in nonparametric estimation of level sets
-
MR1843338
-
BAÍLLO, A., CUESTA-ALBERTOS, J. and CUEVAS, A. (2001). Convergence rates in nonparametric estimation of level sets. Statist. Probab. Lett. 53 27-35. MR1843338
-
(2001)
Statist. Probab. Lett.
, vol.53
, pp. 27-35
-
-
Baíllo, A.1
Cuesta-Albertos, J.2
Cuevas, A.3
-
4
-
-
33746099301
-
A sober look at clustering stability
-
Springer, Berlin. MR2277915
-
BEN-DAVID, S., VON LUXBURG, U. and PALL, D. (2006). A sober look at clustering stability. In Learning Theory. Lecture Notes in Computer Science 4005 5-19. Springer, Berlin. MR2277915
-
(2006)
Learning Theory Lecture Notes in Computer Science
, vol.4005
, pp. 5-19
-
-
Ben-David, S.1
Von Luxburg, U.2
Pall, D.3
-
5
-
-
0036359730
-
A stability based method for discovering structure in clustered data. in
-
(R. B. Altman, A. K. Dunker, L. Hunter, K. Lauderdale and T. E. Klein, eds.). World Scientific, New York
-
BEN-HUR, A., ELISSEEFF, A. and GUYON, I. (2002). A stability based method for discovering structure in clustered data. In Pacific Symposium on Biocomputing (R. B. Altman, A. K. Dunker, L. Hunter, K. Lauderdale and T. E. Klein, eds.) 6-17. World Scientific, New York.
-
(2002)
Pacific Symposium on Biocomputing
, pp. 6-17
-
-
Ben-Hur, A.1
Elisseeff, A.2
Guyon, I.3
-
6
-
-
34547528915
-
A graph-based estimator of the number of clusters
-
MR2320821
-
BIAU, G., CADRE, B. and PELLETTIER, B. (2007). A graph-based estimator of the number of clusters. ESAIM Probab. Stat. 11 272-280. MR2320821
-
(2007)
ESAIM Probab. Stat.
, vol.11
, pp. 272-280
-
-
Biau, G.1
Cadre, B.2
Pellettier, B.3
-
7
-
-
33644682787
-
Kernel density estimation on level sets
-
MR2256570
-
CADRE, B. (2006). Kernel density estimation on level sets. J. Multivariate Anal. 97 999-1023. MR2256570
-
(2006)
J. Multivariate Anal.
, vol.97
, pp. 999-1023
-
-
Cadre, B.1
-
8
-
-
43749112531
-
Minimax bounds for active learning
-
MR2450865
-
CASTRO, R. and NOWAK, R. (2008). Minimax bounds for active learning. IEEE Trans. Inform. Theory 5 2339-2353. MR2450865
-
(2008)
IEEE Trans. Inform. Theory
, vol.5
, pp. 2339-2353
-
-
Castro, R.1
Nowak, R.2
-
9
-
-
0004116989
-
-
McGraw-Hill, New York. MR1848805
-
CORMEN, T., LEISERSON, C., RIVEST, R. and STEIN, C. (2002). Introduction to Algorithms. McGraw-Hill, New York. MR1848805
-
(2002)
Introduction to Algorithms
-
-
Cormen, T.1
Leiserson, C.2
Rivest, R.3
Stein, C.4
-
11
-
-
0031329212
-
A plug-in approach to support estimation
-
MR1604449
-
CUEVAS, A. and FRAIMAN, R. (1997). A plug-in approach to support estimation. Ann. Statist. 25 2300-2312. MR1604449
-
(1997)
Ann. Statist.
, vol.25
, pp. 2300-2312
-
-
Cuevas, A.1
Fraiman, R.2
-
14
-
-
0000476095
-
Detection of abnormal behavior via nonparametric estimation of the support
-
MR0579432
-
DEVROYE, L. andWISE, L. (1980). Detection of abnormal behavior via nonparametric estimation of the support. SIAM J. Appl. Math. 38 480-488. MR0579432
-
(1980)
SIAM J. Appl. Math.
, vol.38
, pp. 480-488
-
-
Devroye, L.1
Wise, L.2
-
15
-
-
23744481266
-
Uniform in bandwidth consistency of kernel-type function estimators
-
MR2195639
-
EINMAHL, U. and MASON, D. (2005). Uniform in bandwidth consistency of kernel-type function estimators. Ann. Statist. 33 1380-1403. MR2195639
-
(2005)
Ann. Statist.
, vol.33
, pp. 1380-1403
-
-
Einmahl, U.1
Mason, D.2
-
19
-
-
0036847557
-
Rates of strong uniform consistency for multivariate kernel density estimators
-
MR1955344
-
GINÉ, E. and GUILLOU, A. (2002). Rates of strong uniform consistency for multivariate kernel density estimators. Ann. Inst. H. Poincaré Probab. Statist. 38 907-921. MR1955344
-
(2002)
Ann. Inst. H. Poincaré Probab. Statist.
, vol.38
, pp. 907-921
-
-
Giné, E.1
Guillou, A.2
-
20
-
-
34547263725
-
Empirical graph laplacian approximation of laplacebeltrami operators: Large sample results. in
-
(E. Giné, V. Koltchinskii, W. Li and J. Zinn, eds.). MR2387773
-
GINÉ, E. and KOLTCHINSKII, V. (2006). Empirical graph laplacian approximation of laplacebeltrami operators: Large sample results. In High Dimensional Probability (E. Giné, V. Koltchinskii, W. Li and J. Zinn, eds.) 238-259. MR2387773
-
(2006)
High Dimensional Probability
, pp. 238-259
-
-
Giné, E.1
Koltchinskii, V.2
-
21
-
-
0003624357
-
-
Springer, New York
-
GYÖRFI, L., KOHLER, M., KRZYZAK, A. and WALK, H. (2002). A Distribution-Free Theory of Nonparametric Regression. Springer, New York.
-
(2002)
A Distribution-Free Theory of Nonparametric Regression
-
-
Györfi, L.1
Kohler, M.2
Krzyzak, A.3
Walk, H.4
-
23
-
-
34547868556
-
Cluster analysis of massive datasets in astronomy
-
MR2405806
-
JANG, W. andHENDRY, M. (2007). Cluster analysis of massive datasets in astronomy. Stat. Comput. 17 253-262. MR2405806
-
(2007)
Stat. Comput.
, vol.17
, pp. 253-262
-
-
Jang, W.1
Hendry, M.2
-
25
-
-
2442611856
-
Stability-based validation of clustering solutions
-
LANGE, T.,ROTH, V.,BRAUN, M. and J.BUHMANN (2004). Stability-based validation of clustering solutions. Neural Computation 16 1299-1323.
-
(2004)
Neural Computation
, vol.16
, pp. 1299-1323
-
-
Lange, T.1
Roth, V.2
Braun, M.3
Buhmann, J.4
-
28
-
-
0033234630
-
Smooth discrimination analysis
-
MR1765618
-
MAMMEN, E. and TSYBAKOV, A. B. (1999). Smooth discrimination analysis. Ann. Statist. 27 1808-1829. MR1765618
-
(1999)
Ann. Statist.
, vol.27
, pp. 1808-1829
-
-
Mammen, E.1
Tsybakov, A.B.2
-
29
-
-
0034345597
-
About the constants in Talagrand's concentration inequalities for empirical processes
-
MR1782276
-
MASSART, P. (2000). About the constants in Talagrand's concentration inequalities for empirical processes. Ann. Probab. 28 863-884. MR1782276
-
(2000)
Ann. Probab.
, vol.28
, pp. 863-884
-
-
Massart, P.1
-
31
-
-
0000371878
-
Excess mass estimates and test for multimodality
-
MR1147099
-
MUELLER, D. and SAWITZKI, G. (1991). Excess mass estimates and test for multimodality. J. Amer. Statist. Assoc. 86 738-746. MR1147099
-
(1991)
J. Amer. Statist. Assoc.
, vol.86
, pp. 738-746
-
-
Mueller, D.1
Sawitzki, G.2
-
34
-
-
0000579826
-
U-processes: Rates of convergence
-
MR0888439
-
NOLAN, D. and POLLARD, D. (1987). U-processes: Rates of convergence. Ann. Statist. 15 780-799. MR0888439
-
(1987)
Ann. Statist.
, vol.15
, pp. 780-799
-
-
Nolan, D.1
Pollard, D.2
-
35
-
-
0001030653
-
Measuring mass concentrations and estimating density contour clusters-an excess mass approach
-
MR1345204
-
POLONIK, W. (1995). Measuring mass concentrations and estimating density contour clusters-an excess mass approach. Ann. Statist. 23 855-881. MR1345204
-
(1995)
Ann. Statist.
, vol.23
, pp. 855-881
-
-
Polonik, W.1
-
36
-
-
34547675831
-
Generalization error bounds in semi-supervised classification under the cluster assumption
-
MR2332435
-
RIGOLLET, P. (2007). Generalization error bounds in semi-supervised classification under the cluster assumption. J. Mach. Learn. Res. 8 1369-1392. MR2332435
-
(2007)
J. Mach. Learn. Res.
, vol.8
, pp. 1369-1392
-
-
Rigollet, P.1
-
38
-
-
33646350762
-
Learning minimum volume sets
-
MR2274383
-
SCOTT, C. and NOWAK, R. (2006). Learning minimum volume sets. J. Mach. Learn. Res. 7 665-704. MR2274383
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 665-704
-
-
Scott, C.1
Nowak, R.2
-
40
-
-
69049106506
-
Adaptive hausdorff estimation of density level sets
-
MR2541446
-
SINGH, A., SCOTT, C. and NOWAK, R. (2009). Adaptive hausdorff estimation of density level sets. Ann. Statist. 37 2760-2782. MR2541446
-
(2009)
Ann. Statist.
, vol.37
, pp. 2760-2782
-
-
Singh, A.1
Scott, C.2
Nowak, R.3
-
41
-
-
21844462364
-
A classification for anomaly detection
-
MR2249820
-
STEINWART, I.,HUSH, D. and SCOVEL, C. (2005). A classification for anomaly detection. J. Mach. Learn. Res. 6 211-232. MR2249820
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 211-232
-
-
Steinwart, I.1
Hush, D.2
Scovel, C.3
-
42
-
-
77956662186
-
A generalized single linkage method for estimating the cluster tree of a density
-
STUETZLE, W. and NUGENT, R. (2010). A generalized single linkage method for estimating the cluster tree of a density. J. Comput. Graph. Statist. 19 397-418.
-
(2010)
J. Comput. Graph. Statist.
, vol.19
, pp. 397-418
-
-
Stuetzle, W.1
Nugent, R.2
-
43
-
-
0031478562
-
On nonparametric eatimaiton of density level sets
-
MR1447735
-
TSYBAKOV, A. (1997). On nonparametric eatimaiton of density level sets. Ann. Statist. 25 948-969. MR1447735
-
(1997)
Ann. Statist.
, vol.25
, pp. 948-969
-
-
Tsybakov, A.1
-
44
-
-
3142725508
-
Optimal aggregation of classifiers in statistical learning
-
MR2051002
-
TSYBAKOV, A. (2004). Optimal aggregation of classifiers in statistical learning. Ann. Statist. 32 135-166. MR2051002
-
(2004)
Ann. Statist.
, vol.32
, pp. 135-166
-
-
Tsybakov, A.1
-
46
-
-
34548583274
-
A tutorial on spectral clustering
-
MR2409803
-
VON LUXBURG, U. (2007). A tutorial on spectral clustering. Stat. Comput. 17 395-416. MR2409803
-
(2007)
Stat. Comput.
, vol.17
, pp. 395-416
-
-
Von Luxburg, U.1
-
47
-
-
36749005028
-
Minimax optimal level-set estimation
-
MR2472804
-
WILLETT, R. and NOWAK, R. (2007). Minimax optimal level-set estimation. IEEE Trans. Image Process. 12 2965-2979. MR2472804
-
(2007)
IEEE Trans. Image Process
, vol.12
, pp. 2965-2979
-
-
Willett, R.1
Nowak, R.2
|