sdvillal's François:D [1 article] Export Sort

Recent papers posted to sdvillal's library by the author François:D. You can also see everyone's François:D.

Hide details

High-dimensional Data Analysis: From Optimal Metrics to Feature Selection

(06 May 2008)

posted to concentration-of-measure high-dimensionality kernel-machines local-learning locality nearest-neighbors overfitting by sdvillal on 2009-05-11 12:49:48 as

Note: You may cite this page as: http://www.citeulike.org/user/sdvillal/author/François:D

sdvillal's tags

All tags in sdvillal's library

Filter:

CiteULike organises scholarly (or academic) papers or literature and provides bibliographic (which means it makes bibliographies) for universities and higher education establishments. It helps undergraduates and postgraduates. People studying for PhDs or in postdoctoral (postdoc) positions. The service is similar in scope to EndNote or RefWorks or any other reference manager like BibTeX, but it is a social bookmarking service for scientists and humanities researchers.

Sort by:
Order:	Default Ascending Descending
Empty fields:	Default First Last

occ-applications	265
dimension-reduction	250
occ-others	138
occ-support-vector	111
feature-selection	109
occ-statistical	72
spectral	63
kernel-machines	62
ensembles	59
distance-metrics	54
acii-2007	53
occ-neural-networks	50
locality	49
emotion-recognition	48
time-series	47
semi-supervised	44
occ-to-supervised	36
error-estimation	35
simplicity	29
ml-foundations	28
clustering	27
text-classification	26
ensemble-diversity	25
active-learning	23
multimedia-ir	21
classification	20
bioinformatics	20
intrinsic-dimension-estimation	19
overfitting	19
boosting	19
occ-survey	18
artificial-negatives	17
scalability	17
ml-philosophy	17
reductions	16
occ-high-dimensional	16
20070622	16
data-mining-books	16
free-lunch	16
multiclass	16
image-processing	15
occ-nearest-neighbor	15
calibration	15
multilabel	14
occ-dimension-reduction	14
algorithmics	14
occ-parameter-fitting	13
imbalanced	13
high-dimensionality	13
occ-comparison	13
autoencoders	12
data-mining-general	11
evaluation-methodology	11
classic-refs	11
datasets	11
ica	10
immune-systems	10
pca	10
occ-to-multiclass	9
bayesian-learning	9
neural-networks	9
manufacturing	9
ranking	8
local-learning	8
pca-computation	6
discretization	6
occ-with-outliers	6
roc	6
medical-imaging	6
emotion-models	6
survey	6
geometry	6
feature-extraction	6
software-engineering	6
graphs	5
nearest-neighbors	5
loss-functions	5
unsupervised-dr-for-classification	5
lpp	5
theoretical-computer-science	5
algebra	5
incremental-learning	4
visualization	4
dirichlet	4
antilearning	4
population-based	4
computer-vision	4
cost-sensitive	4
automata	4
online-learning	4
reject-option	4
model-selection	4
programming	4
occ-preprocessing	4
complexity	4
optimization	3
unobserved-features	3
numerical-computing	3
embedded-fs	3
ml-software	3
interpretability	3
small-sample-size	3
knowledge-limits	3
unsupervised-and-supervised	3
multiclass-to-occ	3
ml-review	3
abduction	3
computer-science	3
education	3
consistency	3
occ-for-multiclass	3
biometrics	3
occ-with-unlabelled	3
generalization	3
transduction	3
learning-on-graphs	3
concentration-of-measure	3
statistics	3
maths	3
test-time-inference	3
python	2
high-performance-computing	2
occ-clustering	2
negative-features	2
anomaly-detection	2
nmf	2
fault-detection	2
sets-of-features	2
occ-vs-supervised	2
oca	2
abstain-option	2
structured-domains	2
negative-example-selection	2
proportional-data	2
featureless	2
decision-theory	2
multilabel-adaptation	2
general-bayesian-learning	2
lazy-learning	2
dr-for-classification	2
algorithmic-distance-metrics	2
multiple-testing	2
anytime-induction	2
fractal	2
regularization	2
montecarlo	2
concept-drift	2
extreme-value	2
being-harsh	1
cryptography	1
presentations	1
mdl	1
margin	1
video	1
learnability	1
no-silver-bullet	1
sp	1
co-training	1
natural-optimization	1
mds	1
scientific-computing	1
science	1
meta-learning	1
bandits	1
structured-output	1
scale-sensitive	1
occ-fusion	1
genomics	1
languages-benchmarks	1
research-limitations	1
bias-variance	1
map-reduce	1
indexing	1
gmms	1
phase-transition	1
pso	1
sat	1
threshold-selection	1
ambiguity	1
noisylabels	1
supervised-adaptation	1
speaker-verification	1
uniform-convergence	1
neyman-pearson	1
ilp	1
sampling	1
occ-to-multilabel	1
incompleteness	1
cbir	1
publish-or-perish	1
scientific-software	1
graphical-models	1
learning-stability	1
detecting-performance-fractures	1
agnostic-learning	1
communication	1
models-agreement	1
occ-postprocessing	1
non-stationary	1
inter-feature-predictivity	1
mdr	1
game-theory	1
practical-scenarios	1
compressed-sensing	1
black-humour	1
multi-instance	1
algorithm-portfolio	1
entaglement	1
randomness	1
partially-labeled-data	1
distribution-shift	1
speech	1
supervised	1
novels	1
learning-bounds	1
normed-spaces	1
coding-theory	1
fda	1
hmm	1
metric-learning	1
occ-reconstruction	1
classification-performance-metrics	1
algorithmic-stability	1
model-analysis	1
seminal	1
lda	1
non-linear	1