Computational learning theory: third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings
Saved in:
| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin u.a.
Springer
1997
|
| Series: | Lecture notes in computer science
1208 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | VIII, 330 S. |
| ISBN: | 3540626859 |
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| 245 | 1 | 0 | |a Computational learning theory |b third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings |c Shai Ben-David (ed.) |
| 264 | 1 | |a Berlin u.a. |b Springer |c 1997 | |
| 300 | |a VIII, 330 S. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 1208 : Lecture notes in artificial intelligence | |
| 650 | 7 | |a Apprentissage automatique - Congrès |2 ram | |
| 650 | 4 | |a Apprentissage automatique - Modèles mathématiques - Congrès | |
| 650 | 4 | |a Apprentissage informatique, Théorie de l' - Congrès | |
| 650 | 7 | |a Inteligencia artificial (computacao) |2 larpcal | |
| 650 | 7 | |a Kunstmatige intelligentie |2 gtt | |
| 650 | 7 | |a Leertheorieën |2 gtt | |
| 650 | 7 | |a apprentissage machine |2 inriac | |
| 650 | 7 | |a complexité calcul |2 inriac | |
| 650 | 7 | |a inférence inductive |2 inriac | |
| 650 | 7 | |a réseau neuronal |2 inriac | |
| 650 | 7 | |a statistique |2 inriac | |
| 650 | 7 | |a théorie information |2 inriac | |
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Computational learning theory -- Congresses | |
| 650 | 4 | |a Machine learning -- Mathematical models -- Congresses | |
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Record in the Search Index
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| adam_text |
TABLE
OF
CONTENTS
SAMPLE
COMPRESSION,
LEARNABILITY,
AND
THE
VAPNIK-CHERVONENKIS
DIMENSION
M.
WARMUTH
.
1
LEARNING
BOXES
IN
HIGH
DIMENSION
A.
BEIMEL,
AND
E.
KUSHILEVITZ
.
3
LEARNING
MONOTONE
TERM
DECISION
LISTS
D.
GUIJARRO,
V.
LAVIN,
AND
V.
RAGHAVAN
.
.
16
LEARNING
MATRIX
FUNCTIONS
OVER
RINGS
N.H.
BSHOUTY,
C.
TAMON,
AND
D.K.
WILSON
.
27
LEARNING
FROM
INCOMPLETE
BOUNDARY
QUERIES
USING
SPLIT
GRAPHS
AND
HYPERGRAPHS
R.H.
SLOAN,
AND
G.
TURAN
.
38
GENERALIZATION
OF
THE
PAC-MODEL
FOR
LEARNING
WITH
PARTIAL
INFORMATION
J.
RATSABY,
AND
V.
MAIOROV
.
51
MONOTONIC
AND
DUAL-MONOTONIC
PROBABILISTIC
LANGUAGE
LEARNING
OF
INDEXED
FAMILIES
WITH
HIGH
PROBABILITY
L.
MEYER
.
66
CLOSEDNESS
PROPERTIES
IN
TEAM
LEARNING
OF
RECURSIVE
FUNCTIONS
J.
SMOTROVS
.
79
STRUCTURAL
MEASURES
FOR
GAMES
AND
PROCESS
CONTROL
IN
THE
BRANCH
LEARNING
MODEL
M.
OTT,
AND
F.
STEPHAN
.
94
LEARNING
UNDER
PERSISTENT
DRIFT
Y.
FREUND,
AND
Y.
MANSOUR
.
109
RANDOMIZED
HYPOTHESES
AND
MINIMUM
DISAGREEMENT
HYPOTHESES
FOR
LEARNING
WITH
NOISE
N.
CESA-BIANCHI,
P.
FISCHER,
E.
SHAMIR,
AND
H.U.
SIMON
.
119
LEARNING
WHEN
TO
TRUST
WHICH
EXPERTS
D.
HELMBOLD,
S.
KWEK,
AND
L.
PITT
.
134
ON
LEARNING
BRANCHING
PROGRAMS
AND
SMALL
DEPTH
CIRCUITS
F.
BERGADANO,
N.H.
BSHOUTY,
C.
TAMON,
AND
S.
VARRICCHIO
.
150
VIII
LEARNING
NEARLY
MONOTONE
FC-TERM
DNF
J.
CASTRO,
D.
GUIJARRO,
AND
V.
LAVIN
.
162
OPTIMAL
ATTRIBUTE-EFFICIENT
LEARNING
OF
DISJUNCTION,
PARITY
AND
THRESHOLD
FUNCTIONS
R.
UEHARA,
K.
TSUCHIDA,
AND
I.
WEGENER
.
171
LEARNING
PATTERN
LANGUAGES
USING
QUERIES
S.
MATSUMOTO,
AND
A.
SHINOHARA
.
185
ON
FAST
AND
SIMPLE
ALGORITHMS
FOR
FINDING
MAXIMAL
SUBARRAYS
AND
APPLICATIONS
IN
LEARNING
THEORY
A.
BIRKENDORF
.
198
A
MINIMAX
LOWER
BOUND
FOR
EMPIRICAL
QUANTIZER
DESIGN
P.
BARTLETT,
T.
LINDER,
AND
G.
LUGOSI
.
210
VAPNIK-CHERVONENKIS
DIMENSION
OF
RECURRENT
NEURAL
NETWORKS
P.
KOIRAN,
AND
E.D.
SONTAG
.
223
LINEAR
ALGEBRAIC
PROOFS
OF
VC-DIMENSION
BASED
INEQUALITIES
L.
GURVITS
.
238
A
RESULT
RELATING
CONVEX
N-WIDTHS
TO
COVERING
NUMBERS
WITH
SOME
APPLICATIONS
TO
NEURAL
NETWORKS
J.
BAXTER,
AND
P.
BARTLETT
.
251
CONFIDENCE
ESTIMATES
OF
CLASSIFICATION
ACCURACY
ON
NEW
EXAMPLES
J.
SHAWE-TAYLOR
.
260
LEARNING
FORMULAE
FROM
ELEMENTARY
FACTS
J.
BAERZDINS,
R.
FREIVALDS,
AND
C.H.
SMITH
.
272
CONTROL
STRUCTURES
IN
HYPOTHESIS
SPACES:
THE
INFLUENCE
ON
LEARNING
J.
CASE,
S.
JAIN,
AND
M.
SURAJ
.
286
ORDINAL
MIND
CHANGE
COMPLEXITY
OF
LANGUAGE
IDENTIFICATION
A.
AMBAINIS,
S.
JAIN,
AND
A.
SHARMA
.
301
ROBUST
LEARNING
WITH
INFINITE
ADDITIONAL
INFORMATION
S.
KAUFMANN,
AND
F.
STEPHAN
.
316
AUTHOR
INDEX
.
331 |
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| building | Verbundindex |
| bvnumber | BV011217771 |
| callnumber-first | Q - Science |
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| callnumber-raw | Q325.7.E97 1997 |
| callnumber-search | Q325.7.E97 1997 |
| callnumber-sort | Q 3325.7 E97 41997 |
| callnumber-subject | Q - General Science |
| classification_rvk | SS 1997 SS 4800 |
| classification_tum | DAT 708f |
| ctrlnum | (OCoLC)36476985 (DE-599)BVBBV011217771 |
| dewey-full | 006.3/1 006.3/121 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 006.3/1 21 |
| dewey-search | 006.3/1 006.3/1 21 |
| dewey-sort | 16.3 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| series2 | Lecture notes in computer science |
| spelling | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings Shai Ben-David (ed.) Berlin u.a. Springer 1997 VIII, 330 S. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 1208 : Lecture notes in artificial intelligence Apprentissage automatique - Congrès ram Apprentissage automatique - Modèles mathématiques - Congrès Apprentissage informatique, Théorie de l' - Congrès Inteligencia artificial (computacao) larpcal Kunstmatige intelligentie gtt Leertheorieën gtt apprentissage machine inriac complexité calcul inriac inférence inductive inriac réseau neuronal inriac statistique inriac théorie information inriac Mathematisches Modell Computational learning theory -- Congresses Machine learning -- Mathematical models -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1997 Jerusalem gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Ben-David, Shai Sonstige oth EuroCOLT 3 1997 Yerûšālayim Sonstige (DE-588)2161873-2 oth Lecture notes in computer science 1208 : Lecture notes in artificial intelligence (DE-604)BV000000607 1208 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007525903&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings Lecture notes in computer science Apprentissage automatique - Congrès ram Apprentissage automatique - Modèles mathématiques - Congrès Apprentissage informatique, Théorie de l' - Congrès Inteligencia artificial (computacao) larpcal Kunstmatige intelligentie gtt Leertheorieën gtt apprentissage machine inriac complexité calcul inriac inférence inductive inriac réseau neuronal inriac statistique inriac théorie information inriac Mathematisches Modell Computational learning theory -- Congresses Machine learning -- Mathematical models -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)1071861417 |
| title | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings |
| title_auth | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings |
| title_exact_search | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings |
| title_full | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings Shai Ben-David (ed.) |
| title_fullStr | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings Shai Ben-David (ed.) |
| title_full_unstemmed | Computational learning theory third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings Shai Ben-David (ed.) |
| title_short | Computational learning theory |
| title_sort | computational learning theory third european conference eurocolt 97 jerusalem israel march 17 19 1997 proceedings |
| title_sub | third European conference, EuroCOLT '97, Jerusalem, Israel, March 17-19, 1997 ; proceedings |
| topic | Apprentissage automatique - Congrès ram Apprentissage automatique - Modèles mathématiques - Congrès Apprentissage informatique, Théorie de l' - Congrès Inteligencia artificial (computacao) larpcal Kunstmatige intelligentie gtt Leertheorieën gtt apprentissage machine inriac complexité calcul inriac inférence inductive inriac réseau neuronal inriac statistique inriac théorie information inriac Mathematisches Modell Computational learning theory -- Congresses Machine learning -- Mathematical models -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Apprentissage automatique - Congrès Apprentissage automatique - Modèles mathématiques - Congrès Apprentissage informatique, Théorie de l' - Congrès Inteligencia artificial (computacao) Kunstmatige intelligentie Leertheorieën apprentissage machine complexité calcul inférence inductive réseau neuronal statistique théorie information Mathematisches Modell Computational learning theory -- Congresses Machine learning -- Mathematical models -- Congresses Maschinelles Lernen Konferenzschrift 1997 Jerusalem |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007525903&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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