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Subderivative
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#	Item
1	Generalized Convexity and Nonsmooth Optimization Diethard Pallaschke Contents of the lecture: 1 Convexity 1.1 Convexity in infinite-dimensionalSpaces 1.2 DC-Functions Add to Reading List Source URL: www.wmie.uz.zgora.pl Language: English - Date: 2013-08-30 00:10:16 Mathematical analysis Mathematical optimization Convex analysis Analysis KarushKuhnTucker conditions Subderivative Lipschitz continuity Convex function Optimization Invex function
2	HVX: Disciplined Convex Programming and Symbolic Subdifferentiation in Haskell Chris Copeland 1 Add to Reading List Source URL: www.scs.stanford.edu Language: English - Date: 2014-06-12 03:57:46 Convex analysis Mathematical optimization Convex optimization Operations research Variational analysis Subgradient method Subderivative Ellipsoid method Convex function Generalized algebraic data type Convex set Map
3	Journal of Machine Learning Research) ??-?? Submitted; Revised; PublishedEfficient Online and Batch Learning using Forward Backward Splitting Add to Reading List Source URL: stanford.edu Language: English - Date: 2014-09-05 13:17:08 Mathematical optimization Convex analysis Convex optimization Subgradient method Gradient descent Lipschitz continuity Subderivative Support vector machine
4	277 Documenta Math. Subgradient Optimization in Nonsmooth Optimization Add to Reading List Source URL: documenta.sagemath.org Language: English - Date: 2012-07-25 10:25:10 Mathematical optimization Subgradient method Subderivative Gradient descent Relaxation Cutting-plane method Convex optimization
5	Noname manuscript No. (will be inserted by the editor) An optimal subgradient algorithm with subspace search for costly convex optimization problems Masoud Ahookhosh · Arnold Neumaier Add to Reading List Source URL: www.mat.univie.ac.at Language: English - Date: 2015-04-01 13:26:40 Convex optimization Operations research Subgradient method Convex function Conjugate gradient method Lipschitz continuity Subderivative Mathematical optimization Mathematical analysis Convex analysis
6	Journal of Machine Learning Research–57 Submitted 11/08; Revised 11/09; Published -/10 A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2010-03-07 22:04:30 Limited-memory BFGS BFGS method Quasi-Newton method Gradient descent Orthant-wise limited-memory quasi-Newton Wolfe conditions Convex optimization Hessian matrix Subderivative Numerical analysis Mathematical analysis Mathematical optimization
7	PDF Document Add to Reading List Source URL: individual.utoronto.ca Language: English - Date: 2014-04-21 13:55:26 Convex analysis Functions and mappings Linear algebra General topology Convex function Weak topology Vector space Continuous function Subderivative Mathematics Mathematical analysis Algebra
8	Theory of Convex Optimization for Machine Learning S´ ebastien Bubeck1 1 Add to Reading List Source URL: www.princeton.edu Language: English - Date: 2014-05-20 03:16:52 Convex optimization Convex function Subderivative R. Tyrrell Rockafellar Ellipsoid method Proper convex function Convex set Gradient descent Quasiconvex function Mathematical optimization Mathematical analysis Convex analysis
9	Identifiable Sets in Optimization Dmitriy Drusvyatskiy (joint work with A. S. Lewis), School of ORIE, Cornell University October 15, 2011 Add to Reading List Source URL: www.fields.utoronto.ca Language: English - Date: 2011-11-15 09:43:10 Generalizations of the derivative Mathematical optimization Convex analysis Subderivative Differential calculus Vector calculus Gradient Mathematical analysis Calculus Mathematics
10	Journal of Machine Learning Research[removed]) ??-?? Submitted[removed]; Revised[removed]; Published[removed]Efficient Online and Batch Learning using Forward Backward Splitting Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2009-12-18 19:57:35 Convex analysis Subgradient method Convex optimization Lipschitz continuity Subderivative Convex function Gradient descent Continuous function Vector space Mathematical analysis Mathematical optimization Mathematics

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