Group: Statistical Machine Learning - with tag convexity [17 articles] Export

Recent papers posted by members of the Statistical Machine Learning group with tag convexity

	The geometry of proper scoring rules [My Copy] Annals of the Institute of Statistical Mathematics, Vol. 59, No. 1. (17 March 2007), pp. 77-93. by A. Dawid posted to theory scoring_rules information_geometry geometry convexity by mdreid to the group Statistical Machine Learning on 2009-10-22 00:24:13 as
	Applications of strong convexity--strong smoothness duality to learning with matrices [My Copy] (4 Oct 2009) by Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari posted to radamacher online duality convexity bounds by mdreid to the group Statistical Machine Learning on 2009-10-10 04:07:34 as
	Coherence functions for multicategory margin-based classification methods. [My Copy] In Proceedings of the Twelfth Conference on Artificial Intelligence and Statistics (AISTATS) (2009) by Z. Zhang, M. I. Jordan, W. J. Li, D. Y. Yeung posted to theory surrogate multiclass margin convexity consistency boosting by mdreid to the group Statistical Machine Learning on 2009-09-17 09:17:15 as
	A conjugate prior for discrete hierarchical log-linear models [My Copy] (2 Sep 2009) by Hélène Massam, Jinnan Liu, Adrian Dobra posted to reduction probability nonparametric estimation convexity by mdreid to the group Statistical Machine Learning on 2009-08-24 06:00:18 as along with 5 people acrmartins dah ansobol deanmalmgren eisdur
	Ranking and Empirical Minimization of U -statistics [My Copy] The Annals of Statistics, Vol. 36, No. 2. (April 2008), pp. 844-874. by Stéphan Clémençon, Gábor Lugosi, Nicolas Vayatis posted to theory ranking radamacher erm convexity by mdreid to the group Statistical Machine Learning on 2009-08-17 04:56:57 as
	Aggregation via empirical risk minimization [My Copy] Probability Theory and Related Fields, Vol. 145, No. 3. (1 November 2009), pp. 591-613. by Guillaume Lecué, Shahar Mendelson posted to convexity ensemble erm theory by mdreid to the group Statistical Machine Learning on 2009-08-05 10:30:50 as along with 1 person arsyed
	Agnostic Learning Nonconvex Function Classes [My Copy] Computational Learning Theory (2002), pp. 149-169. by Shahar Mendelson, Robert Williamson posted to bounds convexity rates by mdreid to the group Statistical Machine Learning on 2009-07-09 05:36:17 as
	Sparse recovery in convex hulls via entropy penalization [My Copy] (13 May 2009) by Vladimir Koltchinskii posted to bounds convexity information sparse theory by mdreid to the group Statistical Machine Learning on 2009-06-05 04:53:37 as
	A more robust boosting algorithm [My Copy] (13 May 2009) by Yoav Freund posted to boosting convexity margin robustness by mdreid to the group Statistical Machine Learning on 2009-05-15 08:19:34 as along with 2 people jjrodriguez shivak
	A Stochastic View of Optimal Regret through Minimax Duality [My Copy] (30 Mar 2009) by Jacob Abernethy, Alekh Agarwal, Peter L. Bartlett, Alexander Rakhlin posted to bregman_divergence convexity duality game_theory on-line by mdreid to the group Statistical Machine Learning on 2009-04-01 09:03:20 as
	Generalization Error Bounds for Bayesian Mixture Algorithms [My Copy] Journal of Machine Learning Research, Vol. 4 (October 2003), pp. 839-860. by Ron Meir, Tong Zhang posted to bayesian convexity radamacher theory by mdreid to the group Statistical Machine Learning on 2009-03-16 06:13:43 as
	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 to the group Statistical Machine Learning on 2008-09-05 06:00:59 as
	An Efficient Algorithm for Bandit Linear Optimization [My Copy] (21 February 2008) by Jacob D. Abernethy, Elad Hazan, Alexander Rakhlin posted to algorithm bandit bregman_divergence convexity optimisation theory by mdreid to the group Statistical Machine Learning on 2008-07-24 09:32:05 as along with 1 person idlebrain
	Unifying Divergence Minimization and Statistical Inference Via Convex Duality [My Copy] Learning Theory (2006), pp. 139-153. by Yasemin Altun, Alex Smola posted to class_probability_estimation convexity divergence duality exponential_family by mdreid to the group Statistical Machine Learning on 2008-05-28 07:48:54 as
	Clustering with Bregman Divergences [My Copy] Journal of Machine Learning Research, Vol. 6 (October 2005), pp. 1705-1749. by Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh posted to bregman clustering convexity divergence exponential_family information_bottleneck by mdreid to the group Statistical Machine Learning on 2008-04-22 01:02:08 as
	Generalized Neyman-Pearson lemma via convex duality [My Copy] Bernoulii, Vol. 7, No. 1. (2001), pp. 79-97. by Jakša Cvitanić, Ioannis Karatzas posted to convexity duality neyman-pearson by mdreid to the group Statistical Machine Learning on 2008-04-09 01:36:03 as
	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 to the group Statistical Machine Learning on 2008-02-26 04:02:10 as

Note: You may cite this page as: http://www.citeulike.org/group/3808/tag/convexity

theory	15
duality	7
optimization	7
bounds	6
learning_theory	6
radamacher	6
geometry	5
discrete	4
divergence	4
erm	4
exponential_family	4
fenchel_duality	4
information	4
online	4
probability	4
game_theory	3
global	3
sparse	3
submodularity	3
surrogate_loss	3
bayesian	2
boosting	2
bregman	2
bregman_divergence	2
class_probability_estimation	2
clustering	2
combinatorial-optimization	2
decomposition	2
economics	2
ensemble	2
estimation	2
f-divergence	2
information_bottleneck	2
information_geometry	2
margin	2
meshes	2
multi-objective	2
nonparametric	2
problem	2
ranking	2
rates	2
reduction	2
risk	2
robustness	2
salesman	2
sampling	2
scoring_rules	2
shape	2
traveling	2
weak-kam	2
young-measure	2
analysis_classical	1
average	1
bond	1
books	1
completion	1
complexity	1
compressed_sensing	1
computational_geometry	1
computational_learning_theory	1
convex	1
differentiability	1
duration	1
ensemble_methods	1
entropy	1
exponential-families	1
extremal-biology	1
hessian	1
inequality	1
information-theory	1
isoperimetry	1
m-square	1
machine_learning	1
margins	1
matrix	1
matrix_completion	1
measure-concentration	1
measures	1
metabolism	1
mimo	1
minimax	1
mle	1
multiuser	1
on-line	1
random-walk	1
randomwalks	1
representation	1
sat	1
structure	1
taylor	1
term	1
testing	1
text_book	1
trading	1
tropical	1

Group: Statistical Machine Learning - with tag convexity [17 articles] Export

Related Tags