mdreid's surrogate_loss [7 articles] Export

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	On the efficient minimization of convex surrogates in supervised learning [My Copy] Pattern Recognition, 2008. ICPR 2008. 19th International Conference on In Pattern Recognition, 2008. ICPR 2008. 19th International Conference on (2008), pp. 1-4. by R. Nock, F. Nielseny posted to boosting bounds scoring_rules surrogate_loss theory by mdreid on 2009-05-17 01:42:38 as along with 1 group Statistical Machine Learning
	The Tradeoffs of Large Scale Learning [My Copy] In Advances in Neural Information Processing Systems 20 (2008), pp. 161-168. by Léon Bottou, Olivier Bousquet edited by J. C. Platt, D. Koller, Y. Singer, S. Roweis posted to large_scale stochastic_gradient_descent surrogate_loss online by mdreid on 2009-03-22 09:53:51 as along with 1 group Statistical Machine Learning
	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
	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
	Elicitation of Personal Probabilities and Expectations [My Copy] Journal of the American Statistical Association, Vol. 66, No. 336. (1971), pp. 783-801. by Leonard J. Savage posted to bayesian decision_theory surrogate_loss by mdreid on 2008-01-31 00:06:54 as along with 1 person and 1 group rjohari Statistical Machine Learning
	How to Compare Different Loss Functions and Their Risks [My Copy] Constructive Approximation, Vol. 26, No. 2. (August 2007), pp. 225-287. by Ingo Steinwart posted to calibration classification class_probability_estimation density_estimation loss surrogate_loss theory by mdreid on 2008-01-15 03:21:15 as along with 2 people and 1 group sdvillal mohdzamrimurah Statistical Machine Learning
	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

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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
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multiclass	5
neyman-pearson	5
philosophy	5
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