- Convex and Nonsmooth Optimization Submissions - 2013 January 2013 Second-Order Variational Analysis in Conic Programming with Applications to Optimality and Stability Boris Mordukhovich, Jiri Outrata, Hector Ramirez New Fractional Error Bounds for Nonconvex Polynomial Systems with Applications to Holderian Stability in Optimization G Li, B. S. Mordukhovich, T. S. Pham Nonsmooth Optimization $S_{0.5}$ Regularization and Fixed Point Algorithm for Low-Rank Matrix Recovery Peng Dingtao, Xiu Naihua, Yu Jian Convex Optimization S-semigoodness for Low-Rank Semidefinite Matrix Recovery Lingchen Kong, Jie Sun, Naihua Xiu A SMOOTHING MAJORIZATION METHOD FOR $l_2$-$l_p$ MATRIX MINIMIZATION Yue Lu, Liwei Zhang, Jia Wu BILEVEL OPTIMIZATION AS A REGULARIZATION APPROACH TO PSEUDOMONOTONE EQUILIBRIUM PROBLEMS Bui Van Dinh, Le Dung Muu, Pham Gia Hung Nonsmooth Optimization Well-posedness for Lexicographic Vector Equilibrium Problems L. Q. Anh, T. Q. Duy, A. Y. Kruger, N. H. Thao An Extragradient-Based Alternating Direction Method for Convex Minimization Shiqian Ma, Shuzhong Zhang Nonsmooth Optimization Variable Metric Forward-Backward algorithm for minimizing the sum of a differentiable function and a convex function Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti Nonsmooth Optimization Variable Metric Forward-Backward algorithm for minimizing the sum of a differentiable function and a convex function Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti February 2013 Bundle methods in depth: a unified analysis for inexact oracles Welington Oliveira, Claudia Sagastizábal, Claude Lemaréchal An Augmented Lagrangian Method for Conic Convex Programming Necdet Serhat Aybat, Garud Iyengar March 2013 Convex Optimization On the convergence rate improvement of a primal-dual splitting algorithm for solving monotone inclusion problems Radu Ioan Bot, Ernö Robert Csetnek, Andre Heinrich Convex Optimization Gradient methods for convex minimization: better rates under weaker conditions Hui Zhang, Wotao Yin April 2013 A splitting minimization method on geodesic spaces João Cruz Neto, Barnabé Lima, Pedro Soares Júnior Convex Optimization On the use of semi-closed sets and functions in convex analysis Constantin Zalinescu Nonsmooth Optimization Orthogonal invariance and identifiability Aris Daniilidis, Dmitriy Drusvyatskiy, Adrian S. Lewis A doubly stabilized bundle method for nonsmooth convex optimization Welington Oliveira, Mikhail Solodov An inexact proximal bundle method with applications to convex conic programming Chek Beng Chua , Huiling LIN Convex Optimization Tail bounds for stochastic approximation Michael P. Friedlander, Gabriel Goh Worst case complexity of direct search under convexity M. Dodangeh, L. N. Vicente A merit function approach for direct search S. Gratton, L.N. Vicente Nonsmooth Optimization Second-order growth, tilt stability, and metric regularity of the subdifferential D. Drusvyatskiy, B.S. Mordukhovich, T.T.A. Nghia Convex Optimization Optimal Primal-Dual Methods for a Class of Saddle Point Problems Yunmei Chen, Guanghui Lan, Yuyuan Ouyang May 2013 About uniform regularity of collections of sets Alexander Y. Kruger, Nguyen H. Thao The proximal-proximal gradient algorithm Ting Kei Pong Nonsmooth Optimization GENERALIZATIONS OF THE DENNIS-MOR\'E THEOREM II Asen L. Dontchev Convex Optimization Minimal Residual Methods for Complex Symmetric, Skew Symmetric, and Skew Hermitian Systems Sou-Cheng Choi Convex Optimization Lagrangian Transformation and Interior Ellipsoid Methods in Convex Optimization Roman Polyak Generalized Convexity/Monoticity A proximal technique for computing the Karcher mean of symmetric positive definite matrices Ronaldo Malheiros Gregório, Paulo Roberto Oliveira On the Complexity Analysis of Randomized Block-Coordinate Descent Methods Zhaosong Lu, Lin Xiao Convex Optimization Robust convex relaxation for the planted clique and densest k-subgraph problems Brendan Ames Nonsmooth Optimization Level Bundle Methods for Constrained Convex Optimization with Various Oracles Wim van Ackooij , Welington de Oliveira Nonsmooth Optimization Nonsmooth Optimization Using Uncontrolled Inexact Information Jérôme Malick, Welington de Oliveira, sofia Zaourar Convex Optimization On full Jacobian decomposition of the augmented Lagrangian method for separable convex programming Bingsheng He, Liusheng Hou, Xiaoming Yuan June 2013 Convex Optimization Forward-Backward and Tseng's Type Penalty Schemes for Monotone Inclusion Problems Radu Ioan Bot, Ernö Robert Csetnek Nonsmooth Optimization KKT Reformulation and Necessary Conditions for Optimality in Nonsmooth Bilevel Optimization Stephan Dempe, Alain B. Zemkoho One condition for all: solution uniqueness and robustness of l1-synthesis and l1-analysis minimizations Hui Zhang, Ming Yan, Wotao Yin Convex Optimization Optimal parameter selection for the alternating direction method of multipliers (ADMM): quadratic problems Euhanna Ghadimi, André Teixeira, Iman Shames, Mikael Johansson Convex Optimization On smoothness properties of optimal value functions at the boundary of their domain under complete convexity Oliver Stein, Nathan Sudermann-Merx Convex Optimization A Deterministic Rescaled Perceptron Algorithm Javier Pena, Negar Soheili A Second-Order Method for Strongly Convex L1-Regularization Problems Kimon Fountoulakis, Jacek Gondzio July 2013 Convex Optimization New Analysis and Results for the Conditional Gradient Method Robert Freund, Paul Grigas A Parallel Bundle Framework for Asynchronous Subspace Optimisation of Nonsmooth Convex Functions Frank Fischer, Christoph Helmberg Convex Optimization A Generalized Proximal Point Algorithm and its Convergence Rate Etienne Corman, Xiaoming Yuan Generalized Convexity/Monoticity On Equilibrium Problems Involving Strongly Pseudomonotone Bifunctions D. Muu Le, V. Quy Nguyen Nonsmooth Optimization FULL STABILITY OF LOCALLY OPTIMAL SOLUTIONS IN SECOND-ORDER CONE PROGRAMMING BORIS S. MORDUKHOVICH, JIRI OUTRATA, EBRAHIM SARABI Full Stability in Finite-Dimensional Optimization Boris Mordukhovich, Nghia Tran, Tyrrell Rockafellar Convex Optimization Convex relaxation for finding planted influential nodes in a social network Lisa Elkin, Ting Kei Pong, Stephen Vavasis Second-order Characterizations of Tilt Stability with Applications to Nonlinear Programming Boris Mordukhovich, Nghia Tran Convex Optimization On Lower Complexity Bounds for Large-Scale Smooth Convex Optimization Cristobal Guzman, Arkadi Nemirovski Smoothing Techniques and Nesterov Accelerated Gradient Method for Location Problems Nguyen Mau Nam, Thai An Nguyen, R. Blake Rector, Jie Sun Convex Optimization Inverse Parametric Optimization with an Application to Hybrid System Control Andreas B. Hempel, Paul J. Goulart, John Lygeros August 2013 Composite Self-concordant Minimization Quoc Tran Dinh, Anastasios Kyrillidis, Volkan Cevher Convex Optimization Separable Approximations and Decomposition Methods for the Augmented Lagrangian Rachael Tappenden, Peter Richtarik, Burak Buke Convex Optimization Inexact Coordinate Descent: Complexity and Preconditioning Rachael Tappenden, Peter Richtarik, Jacek Gondzio September 2013 Convex Optimization On the Coupled Continuous Knapsack Problems: Projection Onto the Volume Constrained Gibbs N-Simplex Rouhollah Tavakoli Nonsmooth Optimization Quadratic growth and critical point stability of semi-algebraic functions Dmitriy Drusvyatskiy, Alexander D. Ioffe Stochastic Block Mirror Descent Methods for Nonsmooth and Stochastic Optimization Cong D. Dang, Guanghui Lan An Inexact Successive Quadratic Approximation Method for Convex L-1 Regularized Optimization Richard Byrd, Jorge Nocedal, Figen Oztoprak Convex Optimization Large-scale optimization with the primal-dual column generation method Jacek Gondzio, Pablo González-Brevis, Pedro Munari Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai Shalev-Shwartz, Tong Zhang Primal-dual methods for solving infinite-dimensional games Pavel Dvurechensky, Yurii Nesterov, Vladimir Spokoiny Convex Optimization Smooth minimization of nonsmooth functions with parallel coordinate descent methods Olivier Fercoq, Peter Richtarik Nonsmooth Optimization Quantitative Characterizations of Regularity Properties of Collections of Sets Alexander Y. Kruger, Nguyen H. Thao Convex Optimization The Direct Extension of ADMM for Multi-block Convex Minimization Problems is Not Necessarily Convergent Caihua Chen, Bingsheng He, Yinyu Ye, Xiaoming Yuan October 2013 Conic Geometric Programming Venkat Chandrasekaran, Parikshit Shah Accelerated Gradient Methods for Nonconvex Nonlinear and Stochastic Programming Saeed Ghadimi, Guanghui Lan Convex Optimization Gauge optimization, duality, and applications M. P. Friedlander, I. Macedo, T. K. Pong Convex Optimization Bundle methods in the XXIst century: A bird's-eye view Welington de Oliveira, Claudia Sagastizábal Nonsmooth Optimization About [q]-regularity properties of collections of sets Alexander Y. Kruger, Nguyen H. Thao Convex Optimization Iteration-Complexity of a Generalized Forward Backward Splitting Algorithm Jingwei Liang, Jalal Fadili, Gabriel Peyré Convex Optimization On the Convergence of Decentralized Gradient Descent Kun Yuna, Qing Ling, Wotao Yin Generalized Convexity/Monoticity Accelerating block-decomposition first-order methods for solving generalized saddle-point and Nash equilibrium problems Yunlong He, Renato D.C. Monteiro November 2013 Nonsmooth Optimization Variational analysis in psychological modeling T.Q. Bao, B. S. Mordukhovich, A. Soubeyran An inexact proximal path-following algorithm for constrained convex minimization Quoc Tran Dinh, Anastasios Kyrillidis, Volkan Cevher Differentiability properties of metric projections onto convex sets Alexander Shapiro Convex Optimization Complexity of Inexact Proximal Newton methods Katya Scheinberg, Xiaocheng Tang Convex Optimization On the Proximal Jacobian Decomposition of ALM for Multiple-block Separable Convex Minimization Problems and its Relationship to ADMM Bingsheng He, Hong-Kun Xu, Xiaoming Yuan December 2013 A strongly convergent proximal bundle method for convex minimization in Hilbert spaces Wim van Ackooij, José Yunier Bello Cruz, Welington de Oliveira An inexact block-decomposition method for extra large-scale conic semidefinite programming Renato D. C. Monteiro, Camilo Ortiz, Benar F. Svaiter A note on polynomial solvability of the CDT problem Daniel Bienstock Convex Optimization Equivalence and Strong Equivalence between Sparsest and Least $\ell_1$-Norm Nonnegative Y Zhao Other On local convergence of the method of alternating projections Dominikus Noll, Aude Rondepierre A Block Coordinate Variable Metric Forward-Backward Algorithm Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti Nonsmooth Optimization Solving piecewise linear equations in abs-normal form Andreas Griewank, Jens-Uwe Bernt, Manuel Radons, Tom Streubel Visitors Authors More about us Links Subscribe, Unsubscribe Digest Archive Search, Browse the Repository Submit Update Policies Coordinator's Board Classification Scheme Credits Give us feedback Optimization Journals, Sites, Societies Optimization Online is supported by the Mathematical Optmization Society.