-
Notifications
You must be signed in to change notification settings - Fork 1
/
resume_these_fr.aux
172 lines (172 loc) · 9.99 KB
/
resume_these_fr.aux
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
\relax
\catcode `:\active
\catcode `;\active
\catcode `!\active
\catcode `?\active
\select@language{french}
\@writefile{toc}{\select@language{french}}
\@writefile{lof}{\select@language{french}}
\@writefile{lot}{\select@language{french}}
\@writefile{toc}{\contentsline {section}{\numberline {1}Introduction}{1}}
\citation{Scholkopf2001,Steinwart2005,Scott2006,VertVert}
\citation{Scholkopf2001,Scott2006,VertVert}
\@writefile{toc}{\contentsline {paragraph}{Notations.}{2}}
\citation{Tsybakov1997,Cuevas1997,Baillo2001,Baillo2003,Cadre2006,Rigollet2009,Mason2009}
\@writefile{toc}{\contentsline {section}{\numberline {2}D\IeC {\'e}tection d'anomalies, ranking d'anomalies et fonctions de scores}{3}}
\newlabel{resume_fr:scoring_function}{{2}{3}}
\citation{Liu2008}
\citation{AISTAT15}
\citation{CLEM13}
\citation{Polonik97,Einmahl1992}
\@writefile{toc}{\contentsline {section}{\numberline {3}M-estimation et crit\IeC {\`e}res de performance pour les fonctions de scores}{5}}
\newlabel{resume_fr:scoring}{{3}{5}}
\@writefile{toc}{\contentsline {subsection}{\numberline {3.1}Ensembles \IeC {\`a} volume minimal}{5}}
\newlabel{resume_fr:mv-set}{{3.1}{5}}
\newlabel{resume_fr:eq:MV}{{1}{5}}
\citation{Polonik97}
\citation{Scott2006}
\citation{CLEM13,CLEM14}
\@writefile{toc}{\contentsline {subsection}{\numberline {3.2}La courbe Masse-Volume}{6}}
\newlabel{resume_fr:mv-curve}{{3.2}{6}}
\newlabel{resume_fr:eq:alpha_beta}{{2}{7}}
\newlabel{resume_fr:def:MV}{{3}{7}}
\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Masse-Volume au niveau $\alpha $\relax }}{7}}
\providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}}
\newlabel{resume_fr:MVcurve}{{1}{7}}
\citation{Polonik95}
\@writefile{toc}{\contentsline {subsection}{\numberline {3.3}Le crit\IeC {\`e}re d'exc\IeC {\`e}s de masse}{8}}
\newlabel{resume_fr:em-curve}{{3.3}{8}}
\newlabel{resume_fr:solomeg}{{4}{8}}
\newlabel{resume_fr:EM}{{5}{9}}
\newlabel{resume_fr:EMcurve}{{3.3}{9}}
\citation{AISTAT15}
\citation{CLEM13}
\citation{COLT15}
\@writefile{toc}{\contentsline {section}{\numberline {4}Pr\IeC {\'e}cision sur les r\IeC {\'e}gions extr\IeC {\^e}mes}{11}}
\newlabel{resume_fr:extreme}{{4}{11}}
\@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Analyse du point de vue de la th\IeC {\'e}orie des valeurs extr\IeC {\^e}mes par l'estimation de la STDF}{11}}
\newlabel{resume_fr:stdf}{{4.1}{11}}
\@writefile{toc}{\contentsline {paragraph}{Pr\IeC {\'e}liminaires.}{11}}
\citation{Huangphd,Drees98,Embrechts2000,dHF06}
\citation{Qi97,Einmahl2012}
\citation{COLT15}
\@writefile{toc}{\contentsline {paragraph}{Apprentissage de la structure de d\IeC {\'e}pendance des \IeC {\'e}v\IeC {\'e}nements rares.}{12}}
\newlabel{resume_fr:thm-princ}{{1}{12}}
\citation{Einmahl2001,Einmahl2009}
\newlabel{resume_fr:thm:l}{{2}{13}}
\citation{AISTAT16}
\citation{ARXIV16}
\citation{Roberts99,Roberts2000,Clifton2011,Clifton2008,Lee2008}
\citation{coles1991modeling,fougeres2009models,cooley2010pairwise,sabourinNaveau2012}
\citation{stephenson2009high}
\citation{Einmahl2001,Einmahl2009}
\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}Repr\IeC {\'e}sentation parcimonieuse des extr\IeC {\^e}mes multivari\IeC {\'e}s}{14}}
\newlabel{resume_fr:sec:JMVA}{{4.2}{14}}
\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Truncated cones in 3D\relax }}{16}}
\newlabel{resume_fr:fig:3Dcones}{{2}{16}}
\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Truncated $\epsilon $-cones in 2D\relax }}{16}}
\newlabel{resume_fr:2Dcones}{{3}{16}}
\@writefile{toc}{\contentsline {section}{\numberline {5}Approches heuristiques}{17}}
\newlabel{resume_fr:sec:heuristic}{{5}{17}}
\citation{ICMLworkshop16}
\citation{NIPS16evaluation}
\citation{Provost1997,Provost1998,Fawcett2006}
\citation{Davis2006,Clemencon2009}
\citation{Thomas2015}
\@writefile{toc}{\contentsline {subsection}{\numberline {5.1}\IeC {\'E}valuer un algorithme de d\IeC {\'e}tection d'anomalies}{18}}
\newlabel{resume_fr:evaluation}{{5.1}{18}}
\newlabel{resume_fr:intro:MV-def}{{6}{18}}
\newlabel{resume_fr:intro:EM-def}{{7}{18}}
\newlabel{resume_fr:MV-def-emp}{{8}{19}}
\newlabel{resume_fr:EM-def-emp}{{9}{19}}
\newlabel{resume_fr:eq:standard_emp_EM}{{10}{19}}
\newlabel{resume_fr:eq:standard_emp_MV}{{11}{19}}
\citation{OCRF16}
\citation{Clemencon2010}
\citation{Breiman2001,Genuer2008,Biau2008,Biau2016}
\@writefile{loa}{\contentsline {algorithm}{\numberline {1}{\ignorespaces ~~EM/MV en grande dimension: \IeC {\'e}valuation d'algorithmes de d\IeC {\'e}tection d'anomalies sur des donn\IeC {\'e}ees de dimension \IeC {\'e}lev\IeC {\'e}e\relax }}{20}}
\newlabel{resume_fr:algo:EMMV}{{1}{20}}
\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}For\IeC {\^e}ts al\IeC {\'e}atoires \IeC {\`a} une classe}{20}}
\newlabel{resume_fr:ocrf}{{5.2}{20}}
\citation{Desir12,Liu2008,Shi2012}
\newlabel{resume_fr:constraint1}{{12}{22}}
\citation{Ho1998,Panov2007}
\citation{Gini1912}
\citation{Amit1997}
\citation{sklearn2011}
\citation{AISTAT15}
\citation{COLT15}
\citation{AISTAT16}
\citation{NIPSWORKSHOP15}
\citation{ARXIV16}
\@writefile{toc}{\contentsline {section}{\numberline {6}Contributions sur scikit-learn}{24}}
\newlabel{resume_fr:sec:impl}{{6}{24}}
\@writefile{toc}{\contentsline {section}{\numberline {7}Conclusion and production scientifique}{24}}
\newlabel{resume_fr:intro:concl}{{7}{24}}
\citation{ICMLworkshop16}
\citation{NIPS16evaluation}
\citation{OCRF16}
\bibstyle{ecs}
\bibdata{Thesis}
\bibcite{Amit1997}{{1}{1997}{{Amit \& Geman}}{{Amit and Geman}}}
\bibcite{Baillo2003}{{2}{2003}{{Baillo}}{{}}}
\bibcite{Baillo2001}{{3}{2001}{{Baillo et~al.}}{{Baillo, Cuesta-Albertos, and Cuevas}}}
\bibcite{Biau2008}{{4}{2008}{{Biau et~al.}}{{Biau, Devroye, and Lugosi}}}
\bibcite{Biau2016}{{5}{2016}{{Biau \& Scornet}}{{Biau and Scornet}}}
\bibcite{Breiman2001}{{6}{2001}{{Breiman}}{{}}}
\bibcite{Cadre2006}{{7}{2006}{{Cadre}}{{}}}
\bibcite{CLEM13}{{8}{2013}{{Cl\'emen\c {c}on \& Jakubowicz}}{{Cl\'emen\c {c}on and Jakubowicz}}}
\bibcite{CLEM14}{{9}{2014}{{Cl\'emen\c {c}on \& Robbiano}}{{Cl\'emen\c {c}on and Robbiano}}}
\bibcite{Clemencon2009}{{10}{2009}{{Cl{\'e}men{\c {c}}on \& Vayatis}}{{Cl{\'e}men{\c {c}}on and Vayatis}}}
\bibcite{Clemencon2010}{{11}{2010}{{Cl{\'e}men{\c {c}}on \& Vayatis}}{{Cl{\'e}men{\c {c}}on and Vayatis}}}
\@writefile{toc}{\contentsline {paragraph}{Contexte de ce travail.}{26}}
\bibcite{Clifton2011}{{12}{2011}{{Clifton et~al.}}{{Clifton, Hugueny, and Tarassenko}}}
\bibcite{Clifton2008}{{13}{2008}{{Clifton et~al.}}{{Clifton, Tarassenko, McGrogan, King, King, and Anuzis}}}
\bibcite{coles1991modeling}{{14}{1991}{{Coles \& Tawn}}{{Coles and Tawn}}}
\bibcite{cooley2010pairwise}{{15}{2010}{{Cooley et~al.}}{{Cooley, Davis, and Naveau}}}
\bibcite{Cuevas1997}{{16}{1997}{{Cuevas \& Fraiman}}{{Cuevas and Fraiman}}}
\bibcite{Davis2006}{{17}{2006}{{Davis \& Goadrich}}{{Davis and Goadrich}}}
\bibcite{dHF06}{{18}{2007}{{De~Haan \& Ferreira}}{{De~Haan and Ferreira}}}
\bibcite{Drees98}{{19}{1998}{{Drees \& Huang}}{{Drees and Huang}}}
\bibcite{Desir12}{{20}{2012}{{D\IeC {\'e}sir et~al.}}{{D\IeC {\'e}sir, Bernard, Petitjean, and Heutte}}}
\bibcite{Einmahl2012}{{21}{2012}{{Einmahl et~al.}}{{Einmahl, Krajina, and Segers}}}
\bibcite{Einmahl2009}{{22}{2009}{{Einmahl \& Segers}}{{Einmahl and Segers}}}
\bibcite{Einmahl2001}{{23}{2001}{{Einmahl et~al.}}{{Einmahl, de~Haan, and Piterbarg}}}
\bibcite{Einmahl1992}{{24}{1992}{{Einmahl \& Mason}}{{Einmahl and Mason}}}
\bibcite{Embrechts2000}{{25}{2000}{{Embrechts et~al.}}{{Embrechts, de~Haan, and Huang}}}
\bibcite{Fawcett2006}{{26}{2006}{{Fawcett}}{{}}}
\bibcite{fougeres2009models}{{27}{2009}{{Foug{\`e}res et~al.}}{{Foug{\`e}res, Nolan, and Rootz{\'e}n}}}
\bibcite{Genuer2008}{{28}{2008}{{Genuer et~al.}}{{Genuer, Poggi, and Tuleau}}}
\bibcite{Gini1912}{{29}{1912}{{Gini}}{{}}}
\bibcite{ICMLworkshop16}{{30}{2016}{{Goix}}{{}}}
\bibcite{OCRF16}{{31}{2016{a}}{{Goix et~al.}}{{Goix, Brault, Drougard, and Chiapino}}}
\bibcite{NIPSWORKSHOP15}{{32}{2015{a}}{{Goix et~al.}}{{Goix, Sabourin, and Cl{\'e}men{\c c}on}}}
\bibcite{ARXIV16}{{33}{2016{b}}{{Goix et~al.}}{{Goix, Sabourin, and Cl{\'e}men{\c c}on}}}
\bibcite{COLT15}{{34}{2015{b}}{{Goix et~al.}}{{Goix, Sabourin, and Cl\IeC {\'e}men\IeC {\c c}on}}}
\bibcite{AISTAT15}{{35}{2015{c}}{{Goix et~al.}}{{Goix, Sabourin, and Cl\IeC {\'e}men\IeC {\c c}on}}}
\bibcite{AISTAT16}{{36}{2016{c}}{{Goix et~al.}}{{Goix, Sabourin, and Cl\IeC {\'e}men\IeC {\c c}on}}}
\bibcite{NIPS16evaluation}{{37}{2016}{{Goix \& Thomas}}{{Goix and Thomas}}}
\bibcite{Ho1998}{{38}{1998}{{Ho}}{{}}}
\bibcite{Huangphd}{{39}{1992}{{Huang}}{{}}}
\bibcite{Lee2008}{{40}{2008}{{Lee \& Roberts}}{{Lee and Roberts}}}
\bibcite{Liu2008}{{41}{2008}{{Liu et~al.}}{{Liu, Ting, and Zhou}}}
\bibcite{Mason2009}{{42}{2009}{{Mason \& Polonik}}{{Mason and Polonik}}}
\bibcite{Panov2007}{{43}{2007}{{Panov \& D{\v {z}}eroski}}{{Panov and D{\v {z}}eroski}}}
\bibcite{sklearn2011}{{44}{2011}{{Pedregosa et~al.}}{{Pedregosa, Varoquaux, Gramfort, Michel, Thirion, Grisel, Blondel, Prettenhofer, Weiss, Dubourg, et~al.}}}
\bibcite{Polonik95}{{45}{1995}{{Polonik}}{{}}}
\bibcite{Polonik97}{{46}{1997}{{Polonik}}{{}}}
\bibcite{Provost1997}{{47}{1997}{{Provost et~al.}}{{Provost, Fawcett, et~al.}}}
\bibcite{Provost1998}{{48}{1998}{{Provost et~al.}}{{Provost, Fawcett, and Kohavi}}}
\bibcite{Qi97}{{49}{1997}{{Qi}}{{}}}
\bibcite{Rigollet2009}{{50}{2009}{{Rigollet \& Vert}}{{Rigollet and Vert}}}
\bibcite{Roberts99}{{51}{1999}{{Roberts}}{{}}}
\bibcite{Roberts2000}{{52}{2000}{{Roberts}}{{}}}
\bibcite{sabourinNaveau2012}{{53}{2014}{{Sabourin \& Naveau}}{{Sabourin and Naveau}}}
\bibcite{Scholkopf2001}{{54}{2001}{{Sch{\"o}lkopf et~al.}}{{Sch{\"o}lkopf, Platt, Shawe-Taylor, Smola, and Williamson}}}
\bibcite{Scott2006}{{55}{2006}{{Scott \& Nowak}}{{Scott and Nowak}}}
\bibcite{Shi2012}{{56}{2012}{{Shi \& Horvath}}{{Shi and Horvath}}}
\bibcite{Steinwart2005}{{57}{2005}{{Steinwart et~al.}}{{Steinwart, Hush, and Scovel}}}
\bibcite{stephenson2009high}{{58}{2009}{{Stephenson}}{{}}}
\bibcite{Thomas2015}{{59}{2015}{{Thomas et~al.}}{{Thomas, Feuillard, and Gramfort}}}
\bibcite{Tsybakov1997}{{60}{1997}{{Tsybakov}}{{}}}
\bibcite{VertVert}{{61}{2006}{{Vert \& Vert}}{{Vert and Vert}}}