Alireza Aghasi

Karl Henrik Johansson

Annu. Rev. Control., 2025

2024

An Adversarially Robust Formulation of Linear Regression With Missing Data.

[BibT_eX]

[DOI]

Saeed Ghadimi

Yue Xing

MohammadJavad Feizollahi

IEEE Trans. Signal Process., 2024

Accelerated Distributed Allocation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2024

A Deep Learning and Image Processing Pipeline for Object Characterization in Firm Operations.

[BibT_eX]

[DOI]

Arun Rai

Yusen Xia

INFORMS J. Comput., 2024

Laplace-HDC: Understanding the geometry of binary hyperdimensional computing.

[BibT_eX]

[DOI]

CoRR, 2024

Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing.

[BibT_eX]

[DOI]

Saeed Ghadimi

CoRR, 2024

Certain and Approximately Certain Models for Statistical Learning.

[BibT_eX]

[DOI]

Amandeep Singh Chabada

CoRR, 2024

2023

Distributed delay-tolerant strategies for equality-constraint sum-preserving resource allocation.

[BibT_eX]

[DOI]

Syst. Control. Lett., December, 2023

D-SVM over networked systems with non-ideal linking conditions.

[BibT_eX]

[DOI]

Houman Zarrabi

Iran J. Comput. Sci., December, 2023

Robust-to-Noise Algorithms for Distributed Resource Allocation and Scheduling.

[BibT_eX]

[DOI]

CoRR, 2023

Discretized Distributed Optimization over Dynamic Digraphs.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Distributed Support Vector Machines Over Dynamic Balanced Directed Networks.

[BibT_eX]

[DOI]

Usman A. Khan

IEEE Control. Syst. Lett., 2022

Distributed Constraint-Coupled Optimization over Lossy Networks.

[BibT_eX]

[DOI]

Usman A. Khan

CoRR, 2022

RIGID: Robust Linear Regression with Missing Data.

[BibT_eX]

[DOI]

MohammadJavad Feizollahi

Saeed Ghadimi

CoRR, 2022

Distributed Finite-Sum Constrained Optimization subject to Nonlinearity on the Node Dynamics.

[BibT_eX]

[DOI]

Maria Vrakopoulou

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Fast-Convergent Anytime-Feasible Dynamics for Distributed Allocation of Resources Over Switching Sparse Networks with Quantized Communication Links.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2022

1st-Order Dynamics on Nonlinear Agents for Resource Allocation over Uniformly-Connected Networks.

[BibT_eX]

[DOI]

Maria Vrakopoulou

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

Distributed CPU Scheduling Subject to Nonlinear Constraints.

[BibT_eX]

[DOI]

Christoforos N. Hadjicostis

Apostolos I. Rikos

Andreas Grammenos

Evangelia Kalyvianaki

Karl Henrik Johansson

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2021

1st-Order Dynamics on Nonlinear Agents for Resource Allocation over Uniformly-Connected Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Distributed support-vector-machine over dynamic balanced directed networks.

[BibT_eX]

[DOI]

Usman A. Khan

CoRR, 2021

Inverse Constrained Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Bilinear Compressed Sensing Under Known Signs via Convex Programming.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Fast Convex Pruning of Deep Neural Networks.

[BibT_eX]

[DOI]

Afshin Abdi

Justin Romberg

SIAM J. Math. Data Sci., 2020

Fast-Convergent Dynamics for Distributed Resource Allocation Over Time-Varying Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Learning To Solve Differential Equations Across Initial Conditions.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

2018

Extracting the Principal Shape Components via Convex Programming.

[BibT_eX]

[DOI]

Justin Romberg

IEEE Trans. Image Process., 2018

Blind Deconvolutional Phase Retrieval via Convex Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A convex program for bilinear inversion of sparse vectors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs.

[BibT_eX]

[DOI]

CoRR, 2017

Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Convex inversion of the entrywise product of real signals with known signs.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Object Learning and Convex Cardinal Shape Composition.

[BibT_eX]

[DOI]

CoRR, 2016

Net-Trim: A Layer-wise Convex Pruning of Deep Neural Networks.

[BibT_eX]

[DOI]

Nam Nguyen

Justin Romberg

CoRR, 2016

Sweep Distortion Removal from THz Images via Blind Demodulation.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Convex Cardinal Shape Composition.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2015

Convex cardinal shape composition and object recognition in computer vision.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2013

Sparse Shape Reconstruction.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2013

Poutine: A correlation estimator for ergodic stationary signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

A tightest convex envelope heuristic to row sparse and rank one matrices.

[BibT_eX]

[DOI]

Sohail Bahmani

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Environmental Remediation and Restoration: Hydrological and Geophysical Processing Methods.

[BibT_eX]

[DOI]

Linda M. Abriola

IEEE Signal Process. Mag., 2012

High-Order Regularized Regression in Electrical Impedance Tomography.

[BibT_eX]

[DOI]

Nick Polydorides

SIAM J. Imaging Sci., 2012

Sensitivity Calculations for Poisson's Equation via the Adjoint Field Method.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2012

Joint electrical and hydrological inversion for reconstruction of subsurface contaminant source zones.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Parametric Level Set Methods for Inverse Problems.

[BibT_eX]

[DOI]

Misha Elena Kilmer

SIAM J. Imaging Sci., 2011

A hybrid global minimization scheme for accurate source localization in sensor networks.

[BibT_eX]

[DOI]

Hamidreza Aghasi

Hamidreza Amindavar

EURASIP J. Adv. Signal Process., 2011

2009

Synthesis of planar arrays with arbitrary geometry for flat-top footprint patterns.

[BibT_eX]

[DOI]

Hamidreza Amindavar