mdreid's f-divergence [13 articles] Export

Recent papers added to mdreid's library classified by the tag f-divergence. You can also see everyone's f-divergence.

	On surrogate loss functions and f-divergences [My Copy] Annals of Statistics, Vol. 37, No. 2. (2009), pp. 876-904. by Xuanlong Nguyen, Martin J. Waonwright, Michael I. Jordan posted to f-divergence quantisation surrogate_loss by mdreid on 2009-03-10 23:08:47 as along with 1 group Statistical Machine Learning
	Convex solutions of a functional equation arising in information theory [My Copy] Journal of Mathematical Analysis and Applications, Vol. 328, No. 2. (15 April 2007), pp. 1309-1320. by J. B. Hiriart-Urruty, J. E. Martínez-Legaz posted to convexity f-divergence information theory by mdreid on 2008-09-05 06:00:59 as along with 1 group Statistical Machine Learning
	Generalized projections for non-negative functions [My Copy] Acta Mathematica Hungarica, Vol. 68, No. 1. (1 March 1995), pp. 161-186. by I. Csiszár posted to bregman distributions divergence f-divergence projection by mdreid on 2008-08-06 05:44:33 as along with 1 group Statistical Machine Learning
	Why Least Squares and Maximum Entropy? An Axiomatic Approach to Inference for Linear Inverse Problems [My Copy] The Annals of Statistics, Vol. 19, No. 4. (1991), pp. 2032-2066. by Imre Csiszar posted to bregman_divergence f-divergence max-ent by mdreid on 2008-04-22 01:33:59 as along with 2 people and 2 groups yaroslavvb ciga Computational_Information_Geometry Statistical Machine Learning
	Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization [My Copy] In Advances in Neural Information Processing Systems (2007) by X. Nguyen, M. J. Wainwright, M. I. Jordan posted to classification convexity f-divergence representation surrogate_loss by mdreid on 2008-02-26 04:02:10 as along with 1 group Statistical Machine Learning
	On Pinsker's Type Inequalities and Csiszar's f-divergences. Part I: Second and Fourth-Order Inequalities [My Copy] (18 Apr 2006) by Gustavo L. Gilardoni posted to f-divergence inequality information pinsker theory by mdreid on 2008-02-25 05:05:33 as
	A General Class of Coefficients of Divergence of One Distribution from Another [My Copy] by S. M. Ali, S. D. Silvey posted to f-divergence theory by mdreid on 2008-01-24 03:08:51 as along with 1 person and 2 groups ciga Computational_Information_Geometry Statistical Machine Learning
	Statistical information and discrimination [My Copy] Information Theory, IEEE Transactions on In Information Theory, IEEE Transactions on, Vol. 39, No. 3. (1993), pp. 1036-1039. by F. Osterreicher, I. Vajda posted to classification f-divergence statistical_information by mdreid on 2008-01-22 00:16:31 as along with 1 group Statistical Machine Learning
	Confliction of the Convexity and Metric Properties in f-Divergences [My Copy] IEICE Transactions on Fundamentals of Electronics, Communication and Computer Sciences, Vol. E90-A, No. 9. (September 2007), pp. 1848-1853. by Mohammadali Khosravifard, Dariush Fooladivanda, Aarom T. Gulliver posted to characterisation f-divergence metric theory by mdreid on 2008-01-17 23:03:08 as along with 1 group Statistical Machine Learning
	About distances of discrete distributions satisfying the data processing theorem of information theory [My Copy] Information Theory, IEEE Transactions on In Information Theory, IEEE Transactions on, Vol. 43, No. 4. (1997), pp. 1288-1293. by M. C. Pardo, I. Vajda posted to f-divergence statistical_information theory by mdreid on 2008-01-09 22:58:50 as along with 1 person and 1 group ciga Computational_Information_Geometry
	f-information measures in medical image registration [My Copy] Medical Imaging, IEEE Transactions on In Medical Imaging, IEEE Transactions on, Vol. 23, No. 12. (2004), pp. 1508-1516. by J. P. W. Pluim, J. B. A. Maintz, M. A. Viergever posted to application f-divergence image medical by mdreid on 2008-01-09 22:56:27 as along with 1 person and 1 group ciga Computational_Information_Geometry
	On divergences, surrogate loss functions, and decentralized detection [My Copy] (25 Oct 2005) by Xuanlong Nguyen, Martin J. Wainwright, Michael I. Jordan posted to distributed_sensing f-divergence statistical_information surrogate_loss by mdreid on 2008-01-08 00:18:38 as along with 1 person sdvillal
	On Divergences and Informations in Statistics and Information Theory [My Copy] Information Theory, IEEE Transactions on In Information Theory, IEEE Transactions on, Vol. 52, No. 10. (2006), pp. 4394-4412. by F. Liese, I. Vajda posted to f-divergence statistical_information by mdreid on 2008-01-08 00:14:39 as along with 1 person and 1 group memming Statistical Machine Learning

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theory	79
convexity	26
classification	21
probability	20
bounds	19
information	15
online	15
scoring_rules	14
f-divergence	13
bayesian	11
statistics	11
survey	11
divergence	10
auc	9
consistency	9
data	9
duality	9
kernel	9
ranking	9
boosting	8
bregman_divergence	8
roc	8
class_probability_estimation	7
clustering	7
dimensional_reduction	7
erm	7
estimation	7
fenchel_duality	7
inequality	7
surrogate_loss	7
svm	7
game_theory	6
information_geometry	6
learning	6
automata	5
density_estimation	5
distributions	5
margin	5
modelling	5
multiclass	5
neyman-pearson	5
philosophy	5
regression	5
bregman	4
decision_theory	4
economics	4
exponential_family	4
graph_theory	4
introns	4
loss	4
max-ent	4
pac-bayes	4
prediction_markets	4
protocol	4
radamacher	4
regularisation	4
robustness	4
sparse	4
statistical_information	4
algebraic_geometry	3
algorithm	3
application	3
bioinformatics	3
calibration	3
combinatorics	3
complexity	3
confidence	3
ensemble	3
evaluation	3
evolution	3
experimental	3
graph	3
induction	3
language	3
large_scale	3
matrix	3
measurement	3
mixture_models	3
networks	3
nonparametric	3
ockhams_razor	3
reduction	3
representation	3
software	3
stacking	3
structure	3
weighting	3
active_learning	2
category_theory	2
characterisation	2
collaborative_filtering	2
community	2
conformal_prediction	2
cost_sensitive	2
criticism	2
culture	2
data_dependent	2
discriminative	2
embedding	2
empiricism	2
generative	2
graphical_models	2
high-dimensional	2
historical	2
hypothesis_testing	2
integral_representation	2
lecture_notes	2
logistic	2
metric	2
optimisation	2
pac	2
pca	2
prediction	2
random_projection	2
rates	2
risk	2
semisupervised	2
sgd	2
simplex	2
social_science	2
spectral	2
spliceosome	2
stability	2
stream	2
trees	2
tutorial	2
web	2
algebraic	1
asymmetric	1
asymptotic_results	1
auction	1
average	1
axiomatic	1
bandit	1
business	1
chaining	1
cloud_computing	1
communication	1
compatibility	1
completion	1
composition	1
compression	1
computability	1
concentration	1
conditional_expectation	1
cpp	1
credibility	1
data_mining	1
design	1
differentiability	1
dirichlet_process	1
discrete	1
discretisation	1
distributed_sensing	1
dynamic_programming	1
efficiency	1
eigenvector	1
elicitation	1
energy-based-models	1
entropy	1
error	1
exchangeability	1
experts	1
extremal	1
fisher_information	1
frequentist	1
function_approximation	1
future	1
geometry	1
good-turing	1
gradient	1
group	1
hessian	1
history	1
hmm	1
image	1
imbalance	1
information_bottleneck	1
information_extraction	1
instance_weighting	1
interpretation	1
l1	1
maths	1
max-margin	1
medical	1
methodology	1
mine	1
minimax	1
mixture	1
mle	1
noise	1
pab	1
phylogenetics	1
physics	1
pinsker	1
politics	1
popular_science	1
power	1
preference_elicitation	1
prior_selection	1
projection	1
property_testing	1
psychology	1
p_values	1
quantisation	1
queries	1
recall	1
reinforcement	1
rest	1
rkhs	1
scd	1
science	1
segmentation	1
similarity	1
simplicity	1
sketching	1
sociology	1
srm	1
stochastic_gradient_descent	1
study	1
sufficiency	1
supervised	1
surrogate	1
symmetry	1
taylor	1
teaching	1
topology	1
types	1
variational	1
visualization	1

mdreid's f-divergence [13 articles] Export

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