Authors: Cardoso, Jean-François CARDOSO@TSI.ENST.FR

Superior Title: Journal of Machine Learning Research. 10/1/2004, Vol. 4 Issue 7/8, p1177-1203. 27p.

Subject Terms: *MATHEMATICAL statistics, *STATISTICAL correlation, *PROBABILITY theory, *REGRESSION analysis, *GAUSSIAN distribution, *DISTRIBUTION (Probability theory), DEPENDENCE (Statistics)

Authors: Kazuho Watanabe¹ WKAZUHO@CS.TUT.AC.JP, Roos, Teemu² TEEMU.ROOS@CS.HELSINKI.FI

Superior Title: Journal of Machine Learning Research. Nov2015, Vol. 16, p2357-2375. 19p.

Subject Terms: *ALGORITHMS, CHEBYSHEV approximation, DEPENDENCE (Statistics), INDEPENDENCE (Mathematics), MAXIMUM likelihood statistics, SAMPLE size (Statistics)

Authors: Le Song¹ LSONG@CC.GATECH.EDU, Smola, Alex² ALEX@SMOLA.ORG, Gretton, Arthur^3,4 ARTHUR.GRETTON@GMAIL.COM, Bedo, Justin^5,6 JUSTIN.BEDO@NICTA.COM.AU, Borgwardt, Karsten⁷ KARSTEN.BORGWARDT@TUEBINGEN.MPG.DE

Superior Title: Journal of Machine Learning Research. May2012, Vol. 13 Issue 5, p1393-1434. 42p.

Subject Terms: *ESTIMATION theory, *DATA analysis, FEATURE selection, DEPENDENCE (Statistics), HILBERT space, THEORY of distributions (Functional analysis), INDEPENDENCE (Mathematics)

Authors: Wenxin Jiang¹ WJIANG@NORTHWESTERN.EDU

Superior Title: Journal of Machine Learning Research. 4/1/2009, Vol. 10 Issue 4, p977-996. 20p.

Subject Terms: *PROBABILITY theory, *REGRESSION analysis, DEVIATION (Statistics), HOEFFDING'S inequalities, DEPENDENCE (Statistics)

Authors: Sabato, Sivan¹ SIVAN.SABATO@MICROSOFT.COM, Tishby, Naftali² TISHBY@CS.HUJI.AC.IL

Superior Title: Journal of Machine Learning Research. Oct2012, Vol. 13 Issue 10, p2999-3039. 41p.

Subject Terms: *MACHINE learning, *HYPOTHESIS, *CLASSIFICATION, *COMPUTER algorithms, *DEPENDENCE (Statistics), *COMPUTATIONAL complexity