-
1
-
-
33745859053
-
-
Dept. Statistics, Univ. California, Berkeley, Berkeley, CA
-
BACH, F. R. and JORDAN, M. I. (2005). A probabilistic interpretation of canonical correlation analysis. Technical Report 688, Dept. Statistics, Univ. California, Berkeley, Berkeley, CA.
-
(2005)
A Probabilistic Interpretation of Canonical Correlation Analysis. Technical Report 688
-
-
Bach, F.R.1
Jordan, M.I.2
-
2
-
-
34547505718
-
Audio information retrieval using semantic similarity
-
IEEE, New York
-
BARRINGTON, L., CHAN, A., TURNBULL, D. and LANCKRIET, G. (2007). Audio information retrieval using semantic similarity. In International Conference on Acoustics, Speech and Signal Processing 2 725-728. IEEE, New York.
-
(2007)
International Conference on Acoustics, Speech and Signal Processing 2
, pp. 725-728
-
-
Barrington, L.1
Chan, A.2
Turnbull, D.3
Lanckriet, G.4
-
3
-
-
57049179026
-
Autotagger: A model for predicting social tags from acoustic features on large music databases
-
BERTIN-MAHIEUX, T., ECK, D., MAILLET, F. and LAMERE, P. (2008). Autotagger: A model for predicting social tags from acoustic features on large music databases. J. New Music Res. 37 115-135.
-
(2008)
J. New Music Res.
, vol.37
, pp. 115-135
-
-
Bertin-Mahieux, T.1
Eck, D.2
Maillet, F.3
Lamere, P.4
-
4
-
-
84966204312
-
Numerical methods for computing angles between linear subspaces
-
BJÖRCK, K. and GOLUB, G. H. (1973). Numerical methods for computing angles between linear subspaces. Math. Comp. 27 579-594.
-
(1973)
Math. Comp.
, vol.27
, pp. 579-594
-
-
Björck, K.1
Golub, G.H.2
-
5
-
-
85004775272
-
The maximum-likelihood solution in inter-battery factor analysis
-
MR0553146
-
BROWNE, M. W. (1979). The maximum-likelihood solution in inter-battery factor analysis. Br. J. Math. Stat. Psychol. 32 75-86. MR0553146
-
(1979)
Br. J. Math. Stat. Psychol.
, vol.32
, pp. 75-86
-
-
Browne, M.W.1
-
6
-
-
71149099083
-
Multi-view clustering via canonical correlation analysis
-
ACM, New York
-
CHAUDHURI, K., KAKADE, S. M., LIVESCU, K. and SRIDHARAN, K. (2009). Multi-view clustering via canonical correlation analysis. In Proceedings of the 26th Annual International Conference on Machine Learning 129-136. ACM, New York.
-
(2009)
Proceedings of the 26Th Annual International Conference on Machine Learning
, pp. 129-136
-
-
Chaudhuri, K.1
Kakade, S.M.2
Livescu, K.3
Sridharan, K.4
-
7
-
-
84860470942
-
An efficient optimization algorithm for structured sparse cca, with applications to eqtl mapping
-
CHEN, X. and LIU, H. (2012). An efficient optimization algorithm for structured sparse cca, with applications to eqtl mapping. Stat. Biosci. 4 3-26.
-
(2012)
Stat. Biosci.
, vol.4
, pp. 3-26
-
-
Chen, X.1
Liu, H.2
-
8
-
-
84982079087
-
-
CHEN, M., GAO, C., REN, Z. and ZHOU, H. H. (2013). Sparse cca via precision adjusted iterative thresholding. ArXiv preprint. Available at arXiv:1311.6186.
-
(2013)
Sparse Cca via Precision Adjusted Iterative Thresholding
-
-
Chen, M.1
Gao, C.2
Ren, Z.3
Zhou, H.H.4
-
9
-
-
85018662555
-
High-dimensional mixed graphical models
-
MR3640193
-
CHENG, J., LI, T., LEVINA, E. and ZHU, J. (2017). High-dimensional mixed graphical models. J. Comput. Graph. Statist. 26 367-378. MR3640193
-
(2017)
J. Comput. Graph. Statist.
, vol.26
, pp. 367-378
-
-
Cheng, J.1
Li, T.2
Levina, E.3
Zhu, J.4
-
10
-
-
0042420026
-
A generalization of principal components analysis to the exponential family
-
MIT Press, Cambridge, MA
-
COLLINS, M., DASGUPTA, S. and SCHAPIRE, R. E. (2001). A generalization of principal components analysis to the exponential family. In NIPS’01: Proceedings of the 14th International Conference on Neural Information Processing Systems: Natural and Synthetic 617-624. MIT Press, Cambridge, MA.
-
(2001)
NIPS’01: Proceedings of the 14Th International Conference on Neural Information Processing Systems: Natural and Synthetic
, pp. 617-624
-
-
Collins, M.1
Dasgupta, S.2
Schapire, R.E.3
-
11
-
-
2942736681
-
The quest for ground truth in musical artist similarity
-
October 13–17, 2002, IRCAM-Centre Pompidou, Paris, France
-
ELLIS, D. P., WHITMAN, B., BERENZWEIG, A. and LAWRENCE, S. (2002). The quest for ground truth in musical artist similarity. In ISMIR 2002 Conference Proceedings: Third International Conference on Music Information Retrieval: October 13–17, 2002, IRCAM-Centre Pompidou, Paris, France.
-
(2002)
ISMIR 2002 Conference Proceedings: Third International Conference on Music Information Retrieval
-
-
Ellis, D.P.1
Whitman, B.2
Berenzweig, A.3
Lawrence, S.4
-
12
-
-
84931577988
-
Generalized multilevel function-on-scalar regression and principal component analysis
-
GOLDSMITH, J., ZIPUNNIKOV, V. and SCHRACK, J. (2015). Generalized multilevel function-on-scalar regression and principal component analysis. Biometrics 71 344-353.
-
(2015)
Biometrics
, vol.71
, pp. 344-353
-
-
Goldsmith, J.1
Zipunnikov, V.2
Schrack, J.3
-
13
-
-
0004236492
-
-
4th ed. Johns Hopkins Studies in the Mathematical Sciences. Johns Hopkins Univ. Press, Baltimore, MD. MR3024913
-
GOLUB, G. H. and VAN LOAN, C. F. (2013). Matrix Computations, 4th ed. Johns Hopkins Studies in the Mathematical Sciences. Johns Hopkins Univ. Press, Baltimore, MD. MR3024913
-
(2013)
Matrix Computations
-
-
Golub, G.H.1
van Loan, C.F.2
-
14
-
-
11144272602
-
Recent studies on music information processing
-
GOTO, M. and HIRATA, K. (2004). Recent studies on music information processing. Acoust. Sci. Technol. 25 419-425.
-
(2004)
Acoust. Sci. Technol.
, vol.25
, pp. 419-425
-
-
Goto, M.1
Hirata, K.2
-
15
-
-
85040320035
-
-
CRC Press, Boca Raton, FL
-
HASTIE, T., TIBSHIRANI, R. and WAINWRIGHT, M. (2015). Statistical Learning with Sparsity: The Lasso and Generalizations. CRC Press, Boca Raton, FL.
-
(2015)
Statistical Learning with Sparsity: The Lasso and Generalizations
-
-
Hastie, T.1
Tibshirani, R.2
Wainwright, M.3
-
16
-
-
0034446870
-
Explaining collaborative filtering recommendations
-
ACM, New York
-
HERLOCKER, J. L., KONSTAN, J. A. and RIEDL, J. (2000). Explaining collaborative filtering recommendations. In Proceedings of the 2000 ACM Conference on Computer Supported Cooperative Work 241-250. ACM, New York.
-
(2000)
Proceedings of the 2000 ACM Conference on Computer Supported Cooperative Work
, pp. 241-250
-
-
Herlocker, J.L.1
Konstan, J.A.2
Riedl, J.3
-
17
-
-
0000107975
-
Relations between two sets of variates
-
HOTELLING, H. (1936). Relations between two sets of variates. Biometrika 28 321-377.
-
(1936)
Biometrika
, vol.28
, pp. 321-377
-
-
Hotelling, H.1
-
22
-
-
85040101932
-
Generalized principal component analysis: Projection of saturated model parameters
-
Department of Statistics, Ohio State Univ
-
LANDGRAF, A. J. and LEE, Y. (2015). Generalized principal component analysis: Projection of saturated model parameters. Technical Report 892, Department of Statistics, Ohio State Univ.
-
(2015)
Technical Report 892
-
-
Landgraf, A.J.1
Lee, Y.2
-
24
-
-
85033699396
-
Embracing the blessing of dimensionality in factor models
-
MR3803472
-
LI, Q., CHENG, G., FAN, J. and WANG, Y. (2018). Embracing the blessing of dimensionality in factor models. J. Amer. Statist. Assoc. 113 380-389. MR3803472
-
(2018)
J. Amer. Statist. Assoc.
, vol.113
, pp. 380-389
-
-
Li, Q.1
Cheng, G.2
Fan, J.3
Wang, Y.4
-
25
-
-
84876058478
-
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types
-
LOCK, E. F., HOADLEY, K. A., MARRON, J. S. and NOBEL, A. B. (2013). Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Ann. Appl. Stat. 7 523-542.
-
(2013)
Ann. Appl. Stat.
, vol.7
, pp. 523-542
-
-
Lock, E.F.1
Hoadley, K.A.2
Marron, J.S.3
Nobel, A.B.4
-
27
-
-
84977097839
-
Canonical variate regression
-
LUO, C., LIU, J., DEY, D. K. and CHEN, K. (2016). Canonical variate regression. Biostatistics 17 468-483.
-
(2016)
Biostatistics
, vol.17
, pp. 468-483
-
-
Luo, C.1
Liu, J.2
Dey, D.K.3
Chen, K.4
-
28
-
-
0003663926
-
-
2nd ed. Chapman & Hall, London. [Second edition of MR0727836.] MR3223057
-
MCCULLAGH, P. and NELDER, J. A. (1989). Generalized Linear Models, 2nd ed. Chapman & Hall, London. [Second edition of MR0727836.] MR3223057
-
(1989)
Generalized Linear Models
-
-
McCullagh, P.1
Nelder, J.A.2
-
29
-
-
84880174018
-
Reduced rank vector generalized linear models for feature extraction
-
SHE, Y. (2013). Reduced rank vector generalized linear models for feature extraction. Stat. Interface 6 197-209.
-
(2013)
Stat. Interface
, vol.6
, pp. 197-209
-
-
She, Y.1
-
30
-
-
0037282744
-
O2-PLS, a two-block (X-Y) latent variable regression (LVR) method with an integral OSC filter
-
TRYGG, J. and WOLD, S. (2003). O2-PLS, a two-block (X-Y) latent variable regression (LVR) method with an integral OSC filter. J. Chemom. 17 53-64.
-
(2003)
J. Chemom.
, vol.17
, pp. 53-64
-
-
Trygg, J.1
Wold, S.2
-
31
-
-
80052236046
-
Mulan: A Java library for multi-label learning
-
TSOUMAKAS, G., SPYROMITROS-XIOUFIS, E., VILCEK, J. and VLAHAVAS, I. (2011). Mulan: A Java library for multi-label learning. J. Mach. Learn. Res. 12 2411-2414.
-
(2011)
J. Mach. Learn. Res.
, vol.12
, pp. 2411-2414
-
-
Tsoumakas, G.1
Spyromitros-Xioufis, E.2
Vilcek, J.3
Vlahavas, I.4
-
32
-
-
0000503256
-
An inter-battery method of factor analysis
-
MR0099737
-
TUCKER, L. R. (1958). An inter-battery method of factor analysis. Psychometrika 23 111-136. MR0099737
-
(1958)
Psychometrika
, vol.23
, pp. 111-136
-
-
Tucker, L.R.1
-
33
-
-
36448988223
-
Towards musical query-by-semantic-description using the cal500 data set
-
ACM, New York
-
TURNBULL, D., BARRINGTON, L., TORRES, D. and LANCKRIET, G. (2007). Towards musical query-by-semantic-description using the cal500 data set. In Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 439-446. ACM, New York.
-
(2007)
Proceedings of the 30Th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 439-446
-
-
Turnbull, D.1
Barrington, L.2
Torres, D.3
Lanckriet, G.4
-
34
-
-
57049092565
-
Semantic annotation and retrieval of music and sound effects
-
TURNBULL, D., BARRINGTON, L., TORRES, D. and LANCKRIET, G. (2008). Semantic annotation and retrieval of music and sound effects. IEEE/ACM Trans. Audio Speech Lang. Process. 16 467-476.
-
(2008)
IEEE/ACM Trans. Audio Speech Lang. Process.
, vol.16
, pp. 467-476
-
-
Turnbull, D.1
Barrington, L.2
Torres, D.3
Lanckriet, G.4
-
35
-
-
80053436350
-
Bayesian cca via group sparsity
-
ACM, New York
-
VIRTANEN, S., KLAMI, A. and KASKI, S. (2011). Bayesian cca via group sparsity. In Proceedings of the 28th International Conference on Machine Learning (ICML 2011) 457-464. ACM, New York.
-
(2011)
Proceedings of the 28Th International Conference on Machine Learning (ICML 2011)
, pp. 457-464
-
-
Virtanen, S.1
Klami, A.2
Kaski, S.3
-
36
-
-
0000736392
-
Analysis of multiblock and hierarchical PCA and PLS models
-
WESTERHUIS, J. A., KOURTI, T. and MACGREGOR, J. F. (1998). Analysis of multiblock and hierarchical PCA and PLS models. J. Chemom. 12 301-321.
-
(1998)
J. Chemom.
, vol.12
, pp. 301-321
-
-
Westerhuis, J.A.1
Kourti, T.2
Macgregor, J.F.3
-
37
-
-
70149096300
-
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
-
WITTEN, D. M., TIBSHIRANI, R. and HASTIE, T. (2009). A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics 10 513-534.
-
(2009)
Biostatistics
, vol.10
, pp. 513-534
-
-
Witten, D.M.1
Tibshirani, R.2
Hastie, T.3
-
38
-
-
84908070948
-
A sparse singular value decomposition method for high-dimensional data
-
MR3270704
-
YANG, D., MA, Z. and BUJA, A. (2014). A sparse singular value decomposition method for high-dimensional data. J. Comput. Graph. Statist. 23 923-942. MR3270704
-
(2014)
J. Comput. Graph. Statist.
, vol.23
, pp. 923-942
-
-
Yang, D.1
Ma, Z.2
Buja, A.3
-
40
-
-
85008178335
-
Group component analysis for multiblock data: Common and individual feature extraction
-
ZHOU, G., CICHOCKI, A., ZHANG, Y. and MANDIC, D. P. (2016a). Group component analysis for multiblock data: Common and individual feature extraction. IEEE Trans. Neural Netw. Learn. Syst. 27 2426-2439.
-
(2016)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.27
, pp. 2426-2439
-
-
Zhou, G.1
Cichocki, A.2
Zhang, Y.3
Mandic, D.P.4
-
41
-
-
84953282331
-
Linked component analysis from matrices to high-order tensors: Applications to biomedical data
-
ZHOU, G., ZHAO, Q., ZHANG, Y., ADALI, T., XIE, S. and CICHOCKI, A. (2016b). Linked component analysis from matrices to high-order tensors: Applications to biomedical data. Proc. IEEE 104 310-331.
-
(2016)
Proc. IEEE
, vol.104
, pp. 310-331
-
-
Zhou, G.1
Zhao, Q.2
Zhang, Y.3
Adali, T.4
Xie, S.5
Cichocki, A.6
-
42
-
-
84963647553
-
PCAN: Probabilistic correlation analysis of two non-normal data sets
-
MR3591620
-
ZOH, R. S., MALLICK, B., IVANOV, I., BALADANDAYUTHAPANI, V., MANYAM, G., CHAP-KIN, R. S., LAMPE, J. W. and CARROLL, R. J. (2016). PCAN: Probabilistic correlation analysis of two non-normal data sets. Biometrics 72 1358-1368. MR3591620
-
(2016)
Biometrics
, vol.72
, pp. 1358-1368
-
-
Zoh, R.S.1
Mallick, B.2
Ivanov, I.3
Baladandayuthapani, V.4
Manyam, G.5
Chap-Kin, R.S.6
Lampe, J.W.7
Carroll, R.J.8
|