Daniel P. Robinson

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Aliases
Daniel P. Robinson, Daniel P Robinson
Publication record
93 papers · 2,764 citations · H-index 28

PAPERS

Inexact Proximal-Gradient Methods with Support Identification
20222 citationsauthor #2
What is the Largest Sparsity Pattern That Can Be Recovered by 1-Norm Minimization?
20214 citationsauthor #4
Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach
20216 citationsauthor #4
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
20219 citationsauthor #5
Least Squares Problems
202115 citationsauthor #1
A Stochastic Sequential Quadratic Optimization Algorithm for Nonlinear-Equality-Constrained Optimization with Rank-Deficient Jacobians
202144 citationsauthor #4
Boosting RANSAC via Dual Principal Component Pursuit
20210 citationsauthor #4
A Nullspace Property for Subspace-Preserving Recovery
20216 citationsauthor #3
Inexact Sequential Quadratic Optimization for Minimizing a Stochastic Objective Function Subject to Deterministic Nonlinear Equality Constraints
202132 citationsauthor #2
Worst-case complexity of an SQP method for nonlinear equality constrained stochastic optimization
202158 citationsauthor #3
Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces
202019 citationsauthor #3
A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer
20208 citationsauthor #3
A Shifted Primal-Dual Penalty-Barrier Method for Nonlinear Optimization
202014 citationsauthor #3
Robust Homography Estimation via Dual Principal Component Pursuit
202017 citationsauthor #4
Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization
202077 citationsauthor #3
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning
201924 citationsauthor #3
Is an Affine Constraint Needed for Affine Subspace Clustering?
201929 citationsauthor #3
Generalized Nullspace Property for Structurally Sparse Signals
20191 citationsauthor #4
Trust-Region Newton-CG with Strong Second-Order Complexity Guarantees for Nonconvex Optimization
201943 citationsauthor #2
Basis Pursuit and Orthogonal Matching Pursuit for Subspace-preserving Recovery: Theoretical Analysis
201910 citationsauthor #1
Noisy Dual Principal Component Pursuit
201920 citationsauthor #5
Conformal symplectic and relativistic optimization
201972 citationsauthor #3
Gradient flows and proximal splitting methods: A unified view on accelerated and stochastic optimization.
201921 citationsauthor #2
Gradient Flows and Accelerated Proximal Splitting Methods
20196 citationsauthor #2
A Dynamical Systems Perspective on Nonsmooth Constrained Optimization
201831 citationsauthor #2
A nonconvex formulation for low rank subspace clustering: algorithms and convergence analysis
201819 citationsauthor #2
Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms
20185 citationsauthor #3
ADMM and Accelerated ADMM as Continuous Dynamical Systems
201887 citationsauthor #2
Regional complexity analysis of algorithms for nonconvex smooth optimization
20184 citationsauthor #2
Scalable Exemplar-based Subspace Clustering on Class-Imbalanced Data
201850 citationsauthor #3
Concise complexity analyses for trust region methods
201829 citationsauthor #3
FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience
201815 citationsauthor #3
A Scalable Exemplar-Based Subspace Clustering Algorithm for Class-Imbalanced Data
201834 citationsauthor #3
Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
201842 citationsauthor #3
How to Characterize the Worst-Case Performance of Algorithms for Nonconvex Optimization
20181 citationsauthor #2
Relax, and Accelerate: A Continuous Perspective on ADMM
20184 citationsauthor #2
Exploiting negative curvature in deterministic and stochastic optimization
201754 citationsauthor #2
Complexity Analysis of a Trust Funnel Algorithm for Equality Constrained Optimization
201716 citationsauthor #2
A stabilized SQP method: global convergence
201756 citationsauthor #3
A self-correcting variable-metric algorithm framework for nonsmooth optimization
201711 citationsauthor #2
Provable Self-Representation Based Outlier Detection in a Union of Subspaces
2017118 citationsauthor #2
An Inexact Regularized Newton Framework with a Worst-Case Iteration Complexity of $\mathcal{O}(\epsilon^{-3/2})$ for Nonconvex Optimization
201720 citationsauthor #2
A stabilized SQP method: superlinear convergence
201638 citationsauthor #3
Incorporating end-user preferences in predictive models
20160 citationsauthor #2
A dual gradient-projection method for large-scale strictly convex quadratic problems
20168 citationsauthor #2
Trading-Off Cost of Deployment Versus Accuracy in Learning Predictive Models
20162 citationsauthor #1
A divide-and-conquer framework for large-scale subspace clustering
201610 citationsauthor #3
A trust region algorithm with a worst-case iteration complexity of O(ϵ-3/2)\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{docume
2016134 citationsauthor #2
An interior-point trust-funnel algorithm for nonlinear optimization
20161 citationsauthor #3
A Reduced-Space Algorithm for Minimizing ℓ1-Regularized Convex Functions
201627 citationsauthor #3
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering
2016261 citationsauthor #3
A globally convergent primal-dual active-set framework for large-scale convex quadratic optimization
201545 citationsauthor #3
Primal-Dual Active-Set Methods for Large-Scale Optimization
20154 citationsauthor #1
A Nonmonotone Filter SQP Method: Local Convergence and Numerical Results
201515 citationsauthor #3
Sparse Subspace Clustering with Missing Entries
201597 citationsauthor #2
A Flexible ADMM Algorithm for Big Data Applications
201519 citationsauthor #1
Comments on: Critical Lagrange multipliers: what we currently know about them, how they spoil our lives, and what we can do about it
20154 citationsauthor #1
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit
2015370 citationsauthor #2
A Solver for Nonconvex Bound-Constrained Quadratic Optimization
20157 citationsauthor #2
Comments on: Critical Lagrange multipliers: what we currently know about them, how they spoil our lives, and what we can do about it
20150 citationsauthor #1
A globally convergent primal-dual active-set framework for large-scale convex quadratic optimization
20145 citationsauthor #3
Adaptive augmented Lagrangian methods: algorithms and practical numerical experience
201425 citationsauthor #4
An adaptive augmented Lagrangian method for large-scale constrained optimization
201456 citationsauthor #3
An interior-point trust-funnel algorithm for nonlinear optimization
201423 citationsauthor #3
A GLOBALLY CONVERGENT STABILIZED SQP METHOD : SUPERLINEAR CONVERGENCE
20145 citationsauthor #3
A Filter Method with Unified Step Computation for Nonlinear Optimization
201426 citationsauthor #3
A Filter SQP Method: Local Convergence and Numerical Results
20141 citationsauthor #3
Preprint RAL-P-2014-012 R A Nonmonotone Filter SQP Method : Local Convergence and Numerical Results
20140 citationsauthor #3
Preprint RAL-P-2014-012 A Filter SQP Method : Local Convergence and Numerical Results
20140 citationsauthor #3
An Inexact Sequential Quadratic Optimization Algorithm for Nonlinear Optimization
201429 citationsauthor #3
A Globally Convergent Stabilized SQP Method
201373 citationsauthor #2
Subspace Accelerated Matrix Splitting Algorithms for Asymmetric and Symmetric Linear Complementarity Problems
201314 citationsauthor #1
A REGULARIZED SQP METHOD WITH CONVERGENCE TO SECOND-ORDER OPTIMAL POINTS
20136 citationsauthor #3
A second-derivative SQP method with a ‘trust-region-free’ predictor step
201213 citationsauthor #2
Adaptive Augmented Lagrangian Methods for Large-Scale Equality Constrained Optimization
20120 citationsauthor #3
A primal-dual augmented Lagrangian
2012110 citationsauthor #2
Investigating the technical, economic and environmental performance of electric vehicles in the real
201149 citationsauthor #3
Trajectory-following methods for large-scale degenerate convex quadratic programming
20118 citationsauthor #3
SUBSPACE ACCELERATED MATRIX SPLITTING ALGORITHMS FOR BOUND-CONSTRAINED QUADRATIC PROGRAMMING AND LINEAR COMPLEMENTARITY PROBLEMS
20112 citationsauthor #1
A primal-dual augmented Lagrangian
20100 citationsauthor #2
A Second Derivative SQP Method: Local Convergence and Practical Issues
201042 citationsauthor #2
A Second Derivative SQP Method: Global Convergence
201065 citationsauthor #2
RAL-TR-2009-024 A second-derivative trust-region SQP method with a “ trust-region-free ” predictor step 1
20090 citationsauthor #2
RAL-TR-2009-003 ( Revised ) On solving trust-region and other regularised subproblems in optimization 1
20090 citationsauthor #3
A second-derivative trust-region SQP method with a "trust-region-free" predictor step
20090 citationsauthor #2
RAL-TR-2009-001 A second derivative SQP method : global convergence 1
20091 citationsauthor #2
A second derivative SQP method: theoretical issues
20085 citationsauthor #2
RAL-TR-2008-019 A second derivative SQP method with imposed descent 1
20080 citationsauthor #2
2 A SECOND DERIVATIVE SQP METHOD : THEORETICAL ISSUES 1
20080 citationsauthor #2
A second derivative SQP method with imposed descent
20086 citationsauthor #2
2 A SECOND DERIVATIVE SQP METHOD WITH IMPOSED DESCENT 1
20080 citationsauthor #2
Primal -dual methods for nonlinear optimization
200725 citationsauthor #1
An Inexact Sequential Quadratic Optimization Algorithm for Large-Scale Nonlinear Optimization
year unknown6 citationsauthor #3

TIMELINE

2007 25 citations

2008 11 citations

2009 1 citations

2010 107 citations

2011 59 citations

2012 123 citations

2013 93 citations

2014 170 citations

2015 561 citations

2016 481 citations

2017 275 citations

2018 321 citations

2019 226 citations

2020 135 citations

2021 174 citations

2022 2 citations

Unknown 6 citations

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