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Slide 3 text
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Slide 4 text
. , .,. .
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Slide 5
Slide 5 text
- . - ,
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n - -, - . u S ilp U
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t
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Slide 6 text
,205 2 ( )
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n g u 1 1 :1 5
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Slide 7
Slide 7 text
) - 0.26 0 (
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bys p
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Slide 8
Slide 8 text
0 , 1 2
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n /0 2 /0 2 m m
n /0 2 m b y O
n 8 2 y b yO [ 2 t hvd T S
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Slide 9
Slide 9 text
. , .,. .
02 0
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Slide 10
Slide 10 text
)., . -
: . .- ML C M C S T
n (. : . .- . :
n -
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Slide 11
Slide 11 text
2 . . - 2 2,. 2
g dL L T C e L M L
n . . , a i b . . ci b h
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Slide 12
Slide 12 text
, , ,
n b
l a d g p iML o p iM
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Slide 13
Slide 13 text
. , .
m so . p
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Slide 14
Slide 14 text
. , .,. .
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Slide 15
Slide 15 text
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Slide 16
Slide 16 text
. , .,. .
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Slide 17
Slide 17 text
. . ,.
U
n
n
n . CM L S
n T .
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1st distinction:
Inductive / Transductive
Slide 18
Slide 18 text
. . - ,.
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n .
n h TL do c i C lg
n .
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Setting: Inductive methods:
Transductive methods:
for
Slide 19
Slide 19 text
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n . - , lcad
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2
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2nd distinction for inductive:
how to incorporate unlabelled data
Slide 20
Slide 20 text
. -
20
20
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. M d f eL b
ah cg M G L M T C
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2nd distinction for transductive:
which stage of learning process
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Slide 23
Slide 23 text
2 : -5 : 5
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Slide 24
Slide 24 text
1 , 2
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n Y R C D 2 0 5
k om
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n . 1 0 19 2 2
n [L
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Slide 25
Slide 25 text
, 1 : 2 : 3
0 C 3 :01 :: 0 02
n 2 0: d bL n l yd bg iM
n evhu s d N H wki “ n lrf
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n -- I . 3 :01 : : 0 3 2 C 3 : 0 3
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Slide 26
Slide 26 text
1 . 1 -
1, - i 1 , b
n t 1 , i C
n -
jrw o
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n -1 - e 1 f n L
ni 1 e i fc e
n - 1 1 , i a h , f
1 i f z
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n flumusv M f
n
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Slide 27
Slide 27 text
., .
n d C i Sg cABg L M c
n E . . Cag T e : . . hb B
n
n . : . . . . .
n .
. .
27
Slide 28
Slide 28 text
, . - ,
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, , ML P T
n , , ,
n ( (
n ( )
n , ., , , - C , -
n ( ( S CPe ( h gfCPA a P
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n
n ( ) ( )
28
Slide 29
Slide 29 text
2 - 2 - ,
s T - - -, t i g - -, - 2- - o LT
n v lx - -, d cabh L 2 -22-, 2- w
LNnrGy
n - u N - - -, 2- M C e
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n - , ➤ 2 ,-
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n . 2, ➤ . 2,
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Slide 30
Slide 30 text
. . - ,.
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fzvT . . gsTw
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v P :
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30
Slide 31
Slide 31 text
, . - ,
n 2 . , 2 T
lgn o ch
n sCN i d N T
M ko
n g e i d am p g e i d g e
N
n L g e i d
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n - - .2 bpkn y
s
n , , g e r N N ,2 , , T
n u v u ko t N
- . . . - . 3 - - .
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Slide 32
Slide 32 text
(., . -
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n ) v w ) ( ) ) , ) ) c ) ) (
a
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n u s i tx p k u em
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n . . .-
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Slide 33
Slide 33 text
( .
(,
n , , C, E mdM i okM . , . c G
N gM V T r
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,
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Slide 34
Slide 34 text
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Slide 35
Slide 35 text
, ) - .
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n -
n . , . .
.
n . - - U MM
C
n ( L T C , . . .
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Slide 36
Slide 36 text
(- - ,
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n
n L e fT
n - - -, i d lnfa - -, k fmcn t L
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n Po p
sA
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C L T
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36