Group: Statistical Machine Learning - with tag consistency [9 articles] Export

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

	Sparseness vs Estimating Conditional Probabilities: Some Asymptotic Results [My Copy] Journal of Machine Learning Research, Vol. 8 (April 2007), pp. 775-790. by Peter L. Bartlett, Ambuj Tewari posted to sparse probability estimation consistency asymptotic_results by mdreid to the group Statistical Machine Learning on 2009-10-12 02:25:17 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
	New multicategory boosting algorithms based on multicategory Fisher-consistent losses [My Copy] The Annals of Applied Statistics, Vol. 2, No. 4. (December 2008), pp. 1290-1306. by Hui Zou, Ji Zhu, Trevor Hastie posted to multiclass consistency boosting algorithm by mdreid to the group Statistical Machine Learning on 2009-08-24 04:54:12 as
	Stochastic Convex Optimization [My Copy] In Proceedings of the Conference on Learning Theory (COLT) (2009) by Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan posted to consistency on-line regularisation theory by mdreid to the group Statistical Machine Learning on 2009-07-08 03:55:09 as along with 1 person Vezhnick
	On the Consistency of Multiclass Classification Methods [My Copy] Journal of Machine Learning Research, Vol. 8 (May 2007), pp. 1007-1025. by Ambuj Tewari, Peter L. Bartlett posted to calibration classification consistency multiclass theory by mdreid to the group Statistical Machine Learning on 2009-06-24 11:12:20 as along with 2 people shivak sdvillal
	Generalization bounds and consistency for structured labeling [My Copy] In Predicting Structured Data by D. Mcallester posted to bounds consistency structure theory by mdreid to the group Statistical Machine Learning on 2009-05-05 13:09:17 as
	Consistency and Localizability [My Copy] Journal of Machine Learning Research, Vol. 10 (April 2009), pp. 827-856. by Alon Zakai, Ya'acov Ritov posted to consistency svm theory by mdreid to the group Statistical Machine Learning on 2009-05-03 23:33:52 as along with 2 people shivak sdvillal
	AdaBoost is Consistent [My Copy] Journal of Machine Learning Research, Vol. 8 (October 2007), pp. 2347-2368. by Peter L. Bartlett, Mikhail Traskin posted to boosting consistency theory by mdreid to the group Statistical Machine Learning on 2009-03-26 05:07:23 as along with 1 person mzabidi
	Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization [My Copy] Advances in Computational Mathematics, Vol. 25, No. 1-3. (July 2006), pp. 161-193. by Mukherjee, Sayan, Niyogi, et al. Partha, Poggio, Tomaso, Rifkin, Ryan posted to consistency erm learning stability theory by mdreid to the group Statistical Machine Learning on 2009-02-10 22:18:46 as along with 1 person NicolaSegata

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Group: Statistical Machine Learning - with tag consistency [9 articles] Export

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