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Convex analysis
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#	Item
821	A NOTE ON THE ROLE OF SQUARED LOSS IN REGRESSION ANDREA CAPONNETTO Abstract. In the context of regression, a particularly important role is played by the conditional first moment of the outputs, the so-called regression Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2005-06-03 11:07:26 Integral calculus Derivative Differential calculus Convex function Spectral theory of ordinary differential equations Multiple integral Mathematical analysis Calculus Mathematics
822	ESTIMATION IN HIGH DIMENSIONS: A GEOMETRIC PERSPECTIVE ROMAN VERSHYNIN Abstract. This tutorial paper provides an exposition of a flexible geometric framework for high-dimensional estimation problems with constraints. The Add to Reading List Source URL: www.samsi.info Language: English - Date: 2014-05-20 09:26:16 Convex analysis Econometrics Regression analysis Estimation theory Computational geometry Convex hull Convex optimization Convex function Convex geometry Statistics Mathematics Algebra
823	Statistical dimension and conic geometry of Gaussian graphical models Elizabeth Gross North Carolina State University Joint work with Emanuel Ben-David, Gérard Letac, and Hélène Massam resulting from the Statistical D Add to Reading List Source URL: www.samsi.info Language: English - Date: 2014-05-15 14:21:14 Convex analysis Convex cone Vector space Projection Cone Simplex Algebra Mathematics Linear algebra
824	Least squares under convex constraint Sourav Chatterjee Stanford University Sourav Chatterjee Add to Reading List Source URL: www.samsi.info Language: English - Date: 2014-04-02 14:52:25 Economics Econometrics Convex analysis Least squares Degrees of freedom Convex function Statistics Regression analysis Mathematical optimization
825	Estimating High-dimensional Matrices: Convex Geometry and Computational Barriers Zongming Ma University of Pennsylvania [removed] Joint work with Yihong Wu (UIUC) Add to Reading List Source URL: www.samsi.info Language: English - Date: 2014-04-02 14:59:09 Decision theory Loss function Dimensional analysis Estimation theory Statistics Statistical theory Econometrics
826	Mathematics for Economics and Finance[removed]Academic Year Master of Research in Economics, Finance and Management 1. Description of the subject Add to Reading List Source URL: www.econ.upf.edu Language: English - Date: 2014-07-11 06:55:15 Game theory Calculus Brouwer fixed-point theorem Continuous function Mathematical finance Fixed point Convex geometry Mathematical economics General equilibrium theory Mathematics Mathematical analysis Topology
827	An Efficiently Solvable Quadratic Program for Stabilizing Dynamic Locomotion Scott Kuindersma, Frank Permenter, and Russ Tedrake Abstract— We describe a whole-body dynamic walking controller implemented as a convex qua Add to Reading List Source URL: groups.csail.mit.edu Language: English - Date: 2014-02-25 14:58:51 Control theory Quadratic programming Optimal control Model predictive control Convex optimization Humanoid robot Active set Trajectory optimization Zero moment point Mathematical optimization Systems theory Mathematical analysis
828	Computing Large Convex Regions of Obstacle-Free Space through Semidefinite Programming Robin Deits and Russ Tedrake MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA {rdeits,russt}@csail.mit.edu Add to Reading List Source URL: groups.csail.mit.edu Language: English - Date: 2014-07-16 14:58:52 Convex analysis Operations research Computational geometry Mathematical optimization Discrete geometry Convex optimization Convex hull Linear programming Voronoi diagram Mathematics Geometry Algebra
829	Convex Optimization of Nonlinear Feedback Controllers via Occupation Measures Anirudha Majumdar, Ram Vasudevan, Mark M. Tobenkin, and Russ Tedrake Computer Science and Artificial Intelligence Lab Massachusetts Institute Add to Reading List Source URL: groups.csail.mit.edu Language: English - Date: 2014-02-17 23:50:32 Mathematical optimization Generalized functions Operator theory Spectral theory Optimal control Dynamical system Semidefinite programming Vector space State space Mathematical analysis Mathematics Algebra
830	The even Orlicz-Minkowski problem Christoph Haberl, Erwin Lutwak, Deane Yang, and Gaoyong Zhang1 Polytechnic Institute of NYU Six MetroTech Center Brooklyn NY 11201 Add to Reading List Source URL: www.deaneyang.com Language: English - Date: 2010-05-31 22:59:31 Convex geometry Calculus of variations Convex analysis Integral geometry Fractals Mixed volume Isoperimetric inequality Convex set Minkowski problem Geometry Mathematical analysis Mathematics

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