Andrew Conn

  • IBM T. J. Watson Research Center, Yorktown Heights, NY, USA

According to our database1, Andrew Conn authored at least 54 papers between 1980 and 2020.

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An ADMM Based Framework for AutoML Pipeline Configuration.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Automated Machine Learning via ADMM.
CoRR, 2019

Efficient solution of quadratically constrained quadratic subproblems within the mesh adaptive direct search algorithm.
Eur. J. Oper. Res., 2018

A progressive barrier derivative-free trust-region algorithm for constrained optimization.
Comput. Optim. Appl., 2018

Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Solving air traffic conflict problems via local continuous optimization.
Eur. J. Oper. Res., 2015

Lagrangian relaxation based decomposition for well scheduling in shale-gas systems.
Comput. Chem. Eng., 2014

Use of quadratic models with mesh-adaptive direct search for constrained black box optimization.
Optim. Methods Softw., 2013

Embedding structural information in simulation-based optimization.
Comput. Chem. Eng., 2013

Bilevel derivative-free optimization and its application to robust optimization.
Optim. Methods Softw., 2012

On the local convergence of a derivative-free algorithm for least-squares minimization.
Comput. Optim. Appl., 2012

A Derivative-Free Algorithm for Least-Squares Minimization.
SIAM J. Optim., 2010

A simulation model for improving the maintenance of high cost systems, with application to an offshore oil installation.
Qual. Reliab. Eng. Int., 2010

Global Convergence of General Derivative-Free Trust-Region Algorithms to First- and Second-Order Critical Points.
SIAM J. Optim., 2009

Introduction to Derivative-Free Optimization.
MPS-SIAM series on optimization 8, SIAM, ISBN: 978-0-89871-668-9, 2009

Geometry of interpolation sets in derivative free optimization.
Math. Program., 2008

An algorithmic framework for convex mixed integer nonlinear programs.
Discret. Optim., 2008

Large-scale nonlinear optimization in circuit tuning.
Future Gener. Comput. Syst., 2005

Math. Program., 2002

Overview of continuous optimization advances and applications to circuit tuning.
Proceedings of the 2001 International Symposium on Physical Design, 2001

Noise considerations in circuit optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2000

An Efficient Primal-Dual Interior-Point Method for Minimizing a Sum of Euclidean Norms.
SIAM J. Sci. Comput., 2000

A primal-dual trust-region algorithm for non-convex nonlinear programming.
Math. Program., 2000

Trust Region Methods
MOS-SIAM Series on Optimization, SIAM, ISBN: 978-0-89871-985-7, 2000

Two-Step Algorithms for Nonlinear Optimization with Structured Applications.
SIAM J. Optim., 1999

Formulation of static circuit optimization with reduced size, degeneracy and redundancy by timing graph manipulation.
Proceedings of the 1999 IEEE/ACM International Conference on Computer-Aided Design, 1999

Gradient-Based Optimization of Custom Circuits Using a Static-Timing Formulation.
Proceedings of the 36th Conference on Design Automation, 1999

JiffyTune: circuit optimization using time-domain sensitivities.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1998

Discontinuous piecewise linear optimization.
Math. Program., 1998

Recent progress in unconstrained nonlinear optimization without derivatives.
Math. Program., 1997

A globally convergent Lagrangian barrier algorithm for optimization with general inequality constraints and simple bounds.
Math. Comput., 1997

On the Number of Inner Iterations Per Outer Iteration of a Globally Convergent Algorithm for Optimization with General Nonlinear Inequality Constraints and Simple Bounds.
Comput. Optim. Appl., 1997

Circuit optimization via adjoint Lagrangians.
Proceedings of the 1997 IEEE/ACM International Conference on Computer-Aided Design, 1997

Estimating component-defect probability from masked system success/failure data.
IEEE Trans. Reliab., 1996

Convergence Properties of Minimization Algorithms for Convex Constraints Using a Structured Trust Region.
SIAM J. Optim., 1996

Convergence Properties of an Augmented Lagrangian Algorithm for Optimization with a Combination of General Equality and Linear Constraints.
SIAM J. Optim., 1996

Numerical experiments with the LANCELOT package (Release A) for large-scale nonlinear optimization.
Math. Program., 1996

Optimization of custom MOS circuits by transistor sizing.
Proceedings of the 1996 IEEE/ACM International Conference on Computer-Aided Design, 1996

CUTE: Constrained and Unconstrained Testing Environment.
ACM Trans. Math. Softw., 1995

A note on exploiting structure when using slack variables.
Math. Program., 1994

A projection method for l<sub>p</sub> norm location-allocation problems.
Math. Program., 1994

Global Convergence of a Class of Trust Region Algorithms for Optimization Using Inexact Projections on Convex Constraints.
SIAM J. Optim., 1993

A Structure-Exploiting Algorithm for Nonlinear Minimax Problems.
SIAM J. Optim., 1992

A network penalty method.
Math. Program., 1991

Convergence of quasi-Newton matrices generated by the symmetric rank one update.
Math. Program., 1991

A Projection Method for the Uncapacitated Facility Location Problem.
Math. Program., 1990

An exact penalty function for semi-infinite programming.
Math. Program., 1987

A projected newton method for <i>l</i> <sub> <i>p</i> </sub> norm location problems.
Math. Program., 1987

Nonlinear programming via an exact penalty function: Global analysis.
Math. Program., 1982

Nonlinear programming via an exact penalty function: Asymptotic analysis.
Math. Program., 1982

Math. Program., 1981

Algorithm 563: A Program for Linearly Constrained Discrete l<sub>1</sub> Problems.
ACM Trans. Math. Softw., 1980

Linearly Constrained Discrete l<sub>1</sub> Problems.
ACM Trans. Math. Softw., 1980

Second-order conditions for an exact penalty function.
Math. Program., 1980