Michael P. Friedlander

Ariel Goodwin

Tim Hoheisel

Math. Oper. Res., August, 2023

2022

Polar Deconvolution of Mixed Signals.

[BibT_eX]

[DOI]

Babhru Joshi

IEEE Trans. Signal Process., 2022

NBIHT: An Efficient Algorithm for 1-Bit Compressed Sensing With Optimal Error Decay Rate.

[BibT_eX]

[DOI]

Yaniv Plan

Özgür Yilmaz

IEEE Trans. Inf. Theory, 2022

Quantum algorithms for structured prediction.

[BibT_eX]

[DOI]

Behrooz Sepehry

Ehsan Iranmanesh

Pooya Ronagh

Quantum Mach. Intell., 2022

Online Mirror Descent and Dual Averaging: Keeping Pace in the Dynamic Case.

[BibT_eX]

[DOI]

Nicholas J. A. Harvey

Victor S. Portella

J. Mach. Learn. Res., 2022

Knowledge-Injected Federated Learning.

[BibT_eX]

[DOI]

Zirui Zhou

Jian Pei

Jiajie Hu

Chengliang Li

CoRR, 2022

A dual approach for federated learning.

[BibT_eX]

[DOI]

CoRR, 2022

Fair and efficient contribution valuation for vertical federated learning.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Fairness for Data Valuation in Horizontal Federated Learning.

[BibT_eX]

[DOI]

Changxin Liu

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Improving Fairness for Data Valuation in Federated Learning.

[BibT_eX]

[DOI]

Changxin Liu

CoRR, 2021

Fast convergence of stochastic subgradient method under interpolation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Implementing a Smooth Exact Penalty Function for General Constrained Nonlinear Optimization.

[BibT_eX]

[DOI]

Ron Estrin

Dominique Orban

Michael A. Saunders

SIAM J. Sci. Comput., 2020

Implementing a Smooth Exact Penalty Function for Equality-Constrained Nonlinear Optimization.

[BibT_eX]

[DOI]

Ron Estrin

Dominique Orban

Michael A. Saunders

SIAM J. Sci. Comput., 2020

A perturbation view of level-set methods for convex optimization.

[BibT_eX]

[DOI]

Ron Estrin

Optim. Lett., 2020

Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.

[BibT_eX]

[DOI]

Found. Trends Optim., 2020

Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Polar Convolution.

[BibT_eX]

[DOI]

Ting Kei Pong

SIAM J. Optim., 2019

Level-set methods for convex optimization.

[BibT_eX]

[DOI]

James V. Burke

Dmitriy Drusvyatskiy

Scott Roy

Math. Program., 2019

Polar Alignment and Atomic Decomposition.

[BibT_eX]

[DOI]

CoRR, 2019

Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured Initialization.

[BibT_eX]

[DOI]

Minhao Cheng

Cho-Jui Hsieh

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

One-shot atomic detection.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Bundle methods for dual atomic pursuit.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Foundations of Gauge and Perspective Duality.

[BibT_eX]

[DOI]

James V. Burke

Dmitriy Drusvyatskiy

Kellie J. MacPhee

SIAM J. Optim., 2018

Smooth Structured Prediction Using Quantum and Classical Gibbs Samplers.

[BibT_eX]

[DOI]

Behrooz Sepehry

Ehsan Iranmanesh

Pooya Ronagh

CoRR, 2018

2016

Low-Rank Spectral Optimization via Gauge Duality.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2016

Social Resistance.

[BibT_eX]

[DOI]

Nathan Krislock

Ting Kei Pong

Comput. Sci. Eng., 2016

Efficient evaluation of scaled proximal operators.

[BibT_eX]

[DOI]

Gabriel Goh

CoRR, 2016

Satisfying Real-world Goals with Dataset Constraints.

[BibT_eX]

[DOI]

Gabriel Goh

Andrew Cotter

Maya R. Gupta

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Low-rank spectral optimization.

[BibT_eX]

[DOI]

CoRR, 2015

Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection.

[BibT_eX]

[DOI]

Julie Nutini

Issam H. Laradji

Hoyt A. Koepke

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Gauge Optimization and Duality.

[BibT_eX]

[DOI]

Ting Kei Pong

SIAM J. Optim., 2014

2013

Erratum: Hybrid Deterministic-Stochastic Methods for Data Fitting.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2013

Variational Properties of Value Functions.

[BibT_eX]

[DOI]

James V. Burke

SIAM J. Optim., 2013

Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models.

[BibT_eX]

[DOI]

Mohammad Emtiyaz Khan

Matthias W. Seeger

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Recovering Compressively Sampled Signals Using Partial Support Information.

[BibT_eX]

[DOI]

Hassan Mansour

Rayan Saab

Özgür Yilmaz

IEEE Trans. Inf. Theory, 2012

Fighting the Curse of Dimensionality: Compressive Sensing in Exploration Seismology.

[BibT_eX]

[DOI]

Felix J. Herrmann

Özgür Yilmaz

IEEE Signal Process. Mag., 2012

Hybrid Deterministic-Stochastic Methods for Data Fitting.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2012

A primal-dual regularized interior-point method for convex quadratic programs.

[BibT_eX]

[DOI]

Dominique Orban

Math. Program. Comput., 2012

Robust inversion, dimensionality reduction, and randomized sampling.

[BibT_eX]

[DOI]

Felix J. Herrmann

Tristan van Leeuwen

Math. Program., 2012

Robust inversion via semistochastic dimensionality reduction.

[BibT_eX]

[DOI]

Tristan van Leeuwen

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Sparse Optimization with Least-Squares Constraints.

[BibT_eX]

[DOI]

SIAM J. Optim., 2011

2010

Theoretical and empirical results for recovery from multiple measurements.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

2009

Algorithm 890: Sparco: A Testing Framework for Sparse Reconstruction.

[BibT_eX]

[DOI]

ACM Trans. Math. Softw., 2009

Optimizing Costly Functions with Simple Constraints: A Limited-Memory Projected Quasi-Newton Algorithm.

[BibT_eX]

[DOI]

Kevin P. Murphy

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Joint-sparse recovery from multiple measurements

[BibT_eX]

[DOI]

CoRR, 2009

2008

Global and Finite Termination of a Two-Phase Augmented Lagrangian Filter Method for General Quadratic Programs.

[BibT_eX]

[DOI]

Sven Leyffer

SIAM J. Sci. Comput., 2008

Probing the Pareto Frontier for Basis Pursuit Solutions.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2008

Computing non-negative tensor factorizations.

[BibT_eX]

[DOI]

Kathrin Hatz

Optim. Methods Softw., 2008

2007

Exact Regularization of Convex Programs.

[BibT_eX]

[DOI]

Paul Tseng

SIAM J. Optim., 2007

2006

On minimizing distortion and relative entropy.

[BibT_eX]

[DOI]

M. R. Gupta

IEEE Trans. Inf. Theory, 2006

2005

A Globally Convergent Linearly Constrained Lagrangian Method for Nonlinear Optimization.

[BibT_eX]

[DOI]

Michael A. Saunders

SIAM J. Optim., 2005

A two-sided relaxation scheme for Mathematical Programs with Equilibrium Constraints.

[BibT_eX]

[DOI]

Victor DeMiguel