Convex and Nonsmooth Optimization Submissions  2007
January 2007
Convex Optimization
A VARIATIONAL FORMULATION FOR FRAMEBASED INVERSE PROBLEMS
C. Chaux, P. L. Combettes, J.C. Pesquet, V. R. Wajs
Generalized Convexity/Monoticity
Nonsmooth Quasiconcave Programming
Tanaka Yoshihiro
February 2007
Convex Optimization
Optimal data fitting: a moment approach
Dimitris Bertsimas, Xuan Vinh Doan, Jean Lasserre
Convex Optimization
Multivariate exponential integral approximations: a moment approach
Dimitris Bertsimas, Xuan Vinh Doan, Jean Lasserre
March 2007
Other
Separation of convex polyhedral sets with uncertain data
Milan Hladik
Nonsmooth Optimization
One Class Nonsmooth Dyscrete Step Control Problem
Shahlar Maharramov
Convex Optimization
Approximate Primal Solutions and Rate Analysis in Dual Subgradient Methods
Angelia Nedich, Asuman Ozdaglar
April 2007
Convex Optimization
An Augmented PrimalDual Method for Linear Conic Programs
Florian Jarre, Franz Rendl
Accuracy Certificates for Computational Problems with Convex Structure
Arkadi Nemirovski, Shmuel Onn, Uriel Rothblum
A Coordinate Gradient Descent Method for Nonsmooth Separable Minimization
Paul Tseng, Sangwoon Yun
May 2007
Convex Optimization
Two Algorithms for the Minimum Enclosing Ball Problem
E. Alper YILDIRIM
Convex Optimization
The kernel average for two convex functions and its application to the extension and representation of monotone operators
Heinz Bauschke, Xianfu Wang
Convex Optimization
Convex duality and entropybased moment closure: Characterizing degenerate densities
Cory D. Hauck, C. David Levermore, Andre L. Tits
June 2007
Nonsmooth Optimization
Necessary optimality condition for Nonsmooth Switching Control problem
Shahlar Maharramov
Guaranteed MinimumRank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
Benjamin Recht, Maryam Fazel, Pablo A. Parrilo
Convex Optimization
In pursuit of a root
Ewout van den Berg, Michael P Friedlander
Smooth Optimization Approach for Covariance Selection
Zhaosong Lu
July 2007
Convex Optimization
A FixedPoint Continuation Method for l_1Regularized Minimization with Applications to Compressed Sensing
Elaine Hale, Wotao Yin, Yin Zhang
Hybrid extragradient proximal algorithm coupled with parametric approximation and penalty/barrier methods
Miguel Carrasco
August 2007
Nonsmooth Optimization
A secant method for nonsmooth optimization
Adil Bagirov, Asef Nazari Ganjehlou
September 2007
Nonsmooth Optimization
Local convergence for alternating and averaged nonconvex projections
Adrian Lewis, Russell Luke, Jerome Malick
Convex Optimization
A New Class of SelfConcordant Barriers from Separable Spectral Functions
Javier Pena, Hristo Sendov
Gradient methods for minimizing composite objective function
Yurii Nesterov
Stochastic Approximation approach to Stochastic Programming
Anatoli Juditsky, Guanghui Lan, Arkadi Nemirovski, Alexander Shapiro
October 2007
Convex Optimization
Regularization methods for semidefinite programming
Jerome Malick, Janez Povh, Franz Rendl, Angelika Wiegele
November 2007
Convex Optimization
Global and adaptive scaling in a separable augmented lagrangian algorithm
Arnaud LENOIR, Philippe MAHEY
Convex Optimization
A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance
SeungJean Kim, Stephen Boyd
Nonsmooth Optimization
Generating set search methods for piecewise smooth problems
Claudio Bogani, Mariagrazia Gasparo, Alessandra Papini
FischerBurmeister Complementarity Function on Euclidean Jordan Algebras
Lingchen Kong, Levent Tun\c{c}el, Naihua Xiu
December 2007
Generalized Convexity/Monoticity
Nonsmooth Optimization for Production Theory
Yoshihiro Tanaka
