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Empirical risk minimization
Results: 62

#	Item
31	Microsoft Word - SFB DP Frontpage neu.doc Add to Reading List Source URL: www.econstor.eu Language: English - Date: 2011-06-14 03:46:30 Machine learning Credit rating agency Probability of default Credit risk Linear discriminant analysis Loss given default Risk Probit Empirical risk minimization Statistics Statistical classification Basel II
32	Support Vector Machines Based on Convex Risk Functionals and General Norms Jun-ya Gotoh, Stan Uryasev Add to Reading List Source URL: www.ise.ufl.edu Language: English - Date: 2014-03-24 17:03:58 Convex analysis Convex optimization Lp space Convex function Support vector machine Vector space Empirical risk minimization Functional R. Tyrrell Rockafellar Algebra Mathematics Mathematical analysis
33	UB at TREC-11: Batch and Adaptive Filtering M. Srikanth X. Wu R. Srihari Add to Reading List Source URL: trec.nist.gov Language: English - Date: 2003-02-13 12:02:50 Support vector machine Empirical risk minimization Structural risk minimization Linear classifier Information filtering system Statistics Statistical classification Machine learning
34	Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour Google Research and Tel Aviv Univ. Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2009-11-02 10:14:29 Machine learning Information theory Operator theory Kullback–Leibler divergence Thermodynamics Empirical risk minimization Entropy Hilbert space Multivariate normal distribution Statistics Statistical theory Probability and statistics
35	JMLR: Workshop and Conference Proceedings vol[removed]–32 24th Annual Conference on Learning Theory Sample Complexity Bounds for Differentially Private Learning Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2014-11-25 10:45:21 Ethics Artificial intelligence Learning Statistical classification Applied probability Exponential mechanism Differential privacy Empirical risk minimization VC dimension Machine learning Data privacy Statistics
36	Agnostic Active Learning Without Constraints Alina Beygelzimer IBM Research Hawthorne, NY [removed] Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2014-11-25 10:45:20 Supervised learning Artificial intelligence Empirical risk minimization Science Statistical hypothesis testing Machine learning Statistics Learning
37	IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 53, NO. 11, NOVEMBER[removed]Nonparametric Decentralized Detection Using Kernel Methods Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2005-11-06 17:07:38 Decision theory Estimation theory Econometrics Loss function Empirical risk minimization Kernel methods Bayes estimator Support vector machine Mathematical optimization Statistics Machine learning Statistical classification
38	arXiv:1303.5976v1 [stat.ML] 24 Mar[removed]On Learnability, Complexity and Stability Silvia Villa† , Lorenzo Rosasco†,§ , Tomaso Poggio⊤,† ⊤ CBCL, Massachusetts Institute of Technology † LCSL , Istituto Italia Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2013-03-29 14:22:08 Mathematics Statistics Learning Stability VC dimension Empirical risk minimization Supervised learning Uniform convergence Machine learning Computational learning theory Mathematical analysis
39	Multiclass Learning with Simplex Coding Youssef Mroueh],‡ , Tomaso Poggio] , Lorenzo Rosasco],‡ Jean-Jacques E. Slotine† ] - CBCL, McGovern Institute, MIT;† - IIT; † - ME, BCS, MIT arXiv:1209.1360v2 [stat.ML] 1 Add to Reading List Source URL: arxiv.org Language: English - Date: 2012-09-16 20:08:29 Machine learning Statistical classification Support vector machines Functions and mappings Empirical risk minimization Hinge loss Vector space Convex optimization Function Mathematics Statistics Algebra
40	25.3 n&v MH[removed]:59 pm Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2004-03-30 15:25:42 Stability Computational learning theory Supervised learning Empirical risk minimization Vapnik–Chervonenkis theory Leave one out error Machine learning Learning Artificial intelligence

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