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Convex analysis
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711	c 2012 Society for Industrial and Applied Mathematics SIAM J. OPTIM. Vol. 22, No. 2, pp. 674–701 Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2012-07-23 18:12:28 Convex analysis Stochastic optimization Convex function Mathematical optimization Lipschitz continuity Normal distribution Lp space Gradient descent Stochastic gradient descent Mathematical analysis Mathematics Fourier analysis
712	The Annals of Statistics 2012, Vol. 40, No. 2, 1171–1197 DOI: [removed]AOS1000 © Institute of Mathematical Statistics, 2012 NOISY MATRIX DECOMPOSITION VIA CONVEX RELAXATION: Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-07-23 12:59:41 Matrix theory Singular value decomposition Numerical linear algebra Sparse matrices Matrix Principal component analysis Rank Sparse matrix Singular value Algebra Linear algebra Mathematics
713	Adaptive Subgradient Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ John Duchi Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2011-03-18 22:06:19 Operations research Convex optimization Gradient descent Subgradient method Perceptron Stochastic gradient descent Gradient method BFGS method Numerical analysis Mathematical optimization Stochastic optimization
714	The µ -problem Robustness, Networks, Scalability Lund - Caltech Interaction for 20+ Years Anders Rantzer LCCC Linnaeus Center, Lund University, Sweden Add to Reading List Source URL: cds20.caltech.edu Language: English - Date: 2014-08-14 11:50:08 Convex analysis Convex function
715	Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling arXiv:1005.2012v3 [math.OC] 10 Apr[removed]John C. Duchi1 Add to Reading List Source URL: arxiv.org Language: English - Date: 2011-04-12 10:45:22 Convex analysis Convex optimization Operations research Subgradient method Perceptron Gradient descent Topology Subderivative Convex function Mathematical optimization Mathematical analysis Numerical analysis
716	Constraint Reduction for Linear and Convex Optimization Meiyun He, Jin Jung, Paul Laiu, Sungwoo Park, Luke Winternitz, P.-A. Absil, Dianne O’Leary, Andre´ Tits Presenter: Andre´ Tits University of Maryland, College P Add to Reading List Source URL: math.nist.gov Language: English - Date: 2014-03-11 13:15:45 Quadratic programming Linear programming Constraint Duality Interior point method Karush–Kuhn–Tucker conditions Convex optimization Mathematical optimization Mathematical analysis Numerical analysis
717	Exact Reachability Analysis for Planning Skew-Line Needle Arrangements for Automated Brachytherapy Animesh Garg1 , Timmy Siauw2 , Guang Yang1 , Sachin Patil3 , J. Adam M. Cunha2 , I-Chow Hsu2 , Jean Pouliot2 , Alper Atam Add to Reading List Source URL: ieor.berkeley.edu Language: English - Date: 2014-04-26 02:12:22 Brachytherapy Radiation treatment planning Prostate cancer Prostate brachytherapy Polyhedron Linear programming Prostate Radiation therapy Convex hull Medicine Medical physics Radiation oncology
718	Planning Locally Optimal, Curvature-Constrained Trajectories in 3D using Sequential Convex Optimization Yan Duan, Sachin Patil, John Schulman, Ken Goldberg, Pieter Abbeel Abstract— 3D curvature-constrained motion plann Add to Reading List Source URL: ieor.berkeley.edu Language: English - Date: 2014-02-16 20:56:08 Applied mathematics Trajectory optimization Motion planning Collision detection Rapidly-exploring random tree Kinematics Convex optimization Curvature Quadratic programming Mathematical optimization Mathematical analysis Physics
719	Duality Theory Berc Rustem November 23, 2010 Contents of this Lecture Add to Reading List Source URL: www.doc.ic.ac.uk Language: English - Date: 2010-11-24 10:31:15 Mathematical analysis Operations research Duality Strong duality Weak duality Dual space Dual Semidefinite programming Mathematical optimization Convex optimization Linear programming
720	DOUBLE-LAYERED DYNAMICS: A UNIFIED THEORY OF PROJECTED DYNAMICAL SYSTEMS AND EVOLUTIONARY VARIATIONAL INEQUALITIES Monica-Gabriela Cojocaru1 , Patrizia Daniele2 , Anna Nagurney3 1 Department Add to Reading List Source URL: supernet.isenberg.umass.edu Language: English - Date: 2012-01-12 13:40:50 Partial differential equations Calculus of variations Convex analysis Linear algebra Dynamical systems Projected dynamical system Differential inclusion Variational inequality Convex function Mathematical analysis Mathematics Calculus

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