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Convex optimization
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901	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
902	Multiple Kernel Learning from Noisy Labels by Stochastic Programming Tianbao Yang† [removed] Mehrdad Mahdavi† Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:52 Applied mathematics Stochastic optimization Statistical classification Convex optimization Stochastic approximation Support vector machine Linear programming Firefly algorithm Mathematical optimization Operations research Statistics
903	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
904	15 Kuhn -Tucker conditions There is a systematic approach to inequality-constrained maximisation—a.k.a. concave programming or nonlinear programming. Add to Reading List Source URL: www.economics.soton.ac.uk Language: English - Date: 2003-10-12 05:45:14 Lagrange multiplier Convex optimization Karush–Kuhn–Tucker conditions Constraint Nonlinear programming Optimal control Linear programming PROPT Linear complementarity problem Mathematical optimization Mathematical analysis Mathematics
905	Inexact Newton directions I VER S Y Add to Reading List Source URL: www.kcl.ac.uk Language: English - Date: 2014-06-12 07:26:04 Mathematical optimization Convex analysis Convex optimization
906	Informationen Die Informationen in den folgenden Rubriken stammen vorwiegend aus den entsprechenden Meldungen der mathematischen Institute. Es wird gebeten, hierfür von der Eingabemaske unter www.math.tu-berlin.de/~mdm Add to Reading List Source URL: page.math.tu-berlin.de Language: English Science Mathematical optimization Convex optimization Linear programming Optimal control Mathematical model Numerical analysis Mathematics Operations research Applied mathematics
907	Optimal investment and contingent claim valuation in illiquid markets Teemu Pennanen King’s College London Ari-Pekka Perkki¨o Add to Reading List Source URL: www.kcl.ac.uk Language: English - Date: 2014-06-12 07:26:03 Operations research Mathematical analysis Probability space Probability theory Duality gap Duality Applied mathematics Convex optimization Linear programming Mathematical optimization
908	Tropical Linear Programming Michael Joswig TU Berlin Saarbr¨ ucken, 27 June 2014 Add to Reading List Source URL: page.math.tu-berlin.de Language: English Numerical analysis Convex optimization Linear programming Simplex algorithm Interior point method John von Neumann Simplex Narendra Karmarkar Hirsch conjecture Mathematics Mathematical optimization Operations research
909	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
910	Primal-dual Subgradient Method with Dual Coordinate Update Yurii Nesterov, CORE/INMA (UCL) June 9, 2014 London Optimization Workshop Add to Reading List Source URL: www.kcl.ac.uk Language: English - Date: 2014-06-12 07:17:45 Linear programming Operations research Duality Subgradient method Convex analysis Linear matrix inequality Mathematical optimization Convex optimization Mathematical analysis

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