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Convex function
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441	Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin University of Pennsylvania Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:54 Stochastic optimization Convex analysis Operations research Convex optimization Stochastic gradient descent Stochastic approximation Gradient descent Convex function Subgradient method Mathematical optimization Mathematical analysis Numerical analysis
442	Anton Velinov, Christopher Boortz October 2014 Preparatory Math Course Preliminary Outline Add to Reading List Source URL: bdpems.wiwi.hu-berlin.de Language: English - Date: 2014-07-15 10:48:27 Linear algebra Convex analysis Convex geometry Matrix theory Matrix Mathematical economics Vector space Hyperplane separation theorem Quasiconvex function Algebra Mathematics Mathematical analysis
443	Optimization and Large Scale Learning Optimization lies at the heart of almost every machine learning algorithm. It is enjoying tremendous growth within our community, spurred largely by the specific needs of machine lea Add to Reading List Source URL: www.is.tuebingen.mpg.de Language: English - Date: 2012-12-21 09:36:22 Cybernetics Mathematical optimization Science Computational neuroscience Conference on Neural Information Processing Systems International Conference on Machine Learning Submodular set function Combinatorial optimization Convex optimization Machine learning Artificial intelligence Applied mathematics
444	Minimizing The Misclassification Error Rate Using a Surrogate Convex Loss Shai Ben-David University of Waterloo David Loker Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:54 Machine learning Mathematical optimization Hinge loss Convex function Convex optimization Perceptron Support vector machine Loss function Linear prediction Statistics Statistical classification Convex analysis
445	Private Empirical Risk Minimization, Revisited Raef Bassily∗ Adam Smith∗ † Abhradeep Thakurta‡ Add to Reading List Source URL: privacytools.seas.harvard.edu Language: English - Date: 2014-07-01 19:35:05 Analysis of algorithms Convex analysis Data privacy Operations research Mathematical optimization Loss function Lipschitz continuity Randomized algorithm Exponential mechanism Theoretical computer science Applied mathematics Mathematics
446	@let@token Convex Optimization on Large-Scale Domains Given by Linear Minimization Oracles Add to Reading List Source URL: www.kcl.ac.uk Language: English - Date: 2014-06-12 07:17:48 Convex analysis Convex optimization Duality Convex function Calculus of variations Gradient descent Mathematical optimization Mathematical analysis Numerical analysis
447	PDF Document Add to Reading List Source URL: www.ier.hit-u.ac.jp Language: English - Date: 2014-08-06 02:54:44 Game theory Function Independence Convex function Mathematics Mathematical analysis Bargaining problem
448	PDF Document Add to Reading List Source URL: arielrubinstein.tau.ac.il Language: English - Date: 2014-08-04 11:33:10 Mathematical analysis Convex set Convex function Convex hull Convex geometry Fundamental theorems of welfare economics Duality Partially ordered set Shapley–Folkman lemma Mathematical optimization Convex analysis Mathematics
449	PDF Document Add to Reading List Source URL: www.princeton.edu Language: English - Date: 2011-12-14 11:47:55 Convex analysis Mathematical analysis Econometrics Convex optimization Linear programming Loss function Linear regression Convex function Quadratic programming Mathematical optimization Statistics Operations research
450	PDF Document Add to Reading List Source URL: media.wiley.com Language: English - Date: 2013-11-22 07:15:32 Ellipsoid Quadrics Surfaces Convex function Metric Function Duality Convex polytope Geometry Mathematics Polytopes

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