Alireza Aghasi

67 papers A* 3C 1Misc 4Journal 53Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Delay-Tolerant Augmented-Consensus-based Distributed Directed Optimization. CoRR Mohammadreza Doostmohammadian, Kasagatta Ramesh Narahari, Alireza Aghasi
2025	J	`jnl`	Delay-tolerant augmented-consensus-based distributed directed optimization. Syst. Control. Lett. Mohammadreza Doostmohammadian, Kasagatta Ramesh Narahari, Alireza Aghasi
2025	J	`jnl`	Discretized Distributed Optimization Over Dynamic Digraphs. IEEE Trans Autom. Sci. Eng. Mohammadreza Doostmohammadian, Wei Jiang, Muwahida Liaquat, Alireza Aghasi, Houman Zarrabi
2025	J	`jnl`	Fully Distributed and Quantized Algorithm for MPC-based Autonomous Vehicle Platooning Optimization. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Hamid R. Rabiee
2025	J	`jnl`	Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing. J. Optim. Theory Appl. Alireza Aghasi, Saeed Ghadimi
2025	J	`jnl`	G-Net: A Provably Easy Construction of High-Accuracy Random Binary Neural Networks. CoRR Alireza Aghasi, Nicholas F. Marshall, Saeid Pourmand, Wyatt D. Whiting
2025	J	`jnl`	Laplace-HDC: Understanding the Geometry of Binary Hyperdimensional Computing. J. Artif. Intell. Res. Saeid Pourmand, Wyatt D. Whiting, Alireza Aghasi, Nicholas F. Marshall
2025	J	`jnl`	Survey of distributed algorithms for resource allocation over multi-agent systems. Annu. Rev. Control. Mohammadreza Doostmohammadian, Alireza Aghasi, Mohammad Pirani, Ehsan Nekouei, Houman Zarrabi, Reza Keypour, Apostolos I. Rikos, Karl Henrik Johansson
2024	J	`jnl`	A Deep Learning and Image Processing Pipeline for Object Characterization in Firm Operations. INFORMS J. Comput. Alireza Aghasi, Arun Rai, Yusen Xia
2024	J	`jnl`	Accelerated Distributed Allocation. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi
2024	J	`jnl`	Accelerated Distributed Allocation. IEEE Signal Process. Lett. Mohammadreza Doostmohammadian, Alireza Aghasi
2024	J	`jnl`	An Adversarially Robust Formulation of Linear Regression With Missing Data. IEEE Trans. Signal Process. Alireza Aghasi, Saeed Ghadimi, Yue Xing, MohammadJavad Feizollahi
2024	J	`jnl`	Certain and Approximately Certain Models for Statistical Learning. CoRR Cheng Zhen, Nischal Aryal, Arash Termehchy, Alireza Aghasi, Amandeep Singh Chabada
2024	J	`jnl`	Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing. CoRR Alireza Aghasi, Saeed Ghadimi
2024	J	`jnl`	Laplace-HDC: Understanding the geometry of binary hyperdimensional computing. CoRR Saeid Pourmand, Wyatt D. Whiting, Alireza Aghasi, Nicholas F. Marshall
2024	J	`jnl`	Survey of Distributed Algorithms for Resource Allocation over Multi-Agent Systems. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Mohammad Pirani, Ehsan Nekouei, Houman Zarrabi, Reza Keypour, Apostolos I. Rikos, Karl Henrik Johansson
2023	J	`jnl`	D-SVM over Networked Systems with Non-Ideal Linking Conditions. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Houman Zarrabi
2023	J	`jnl`	D-SVM over networked systems with non-ideal linking conditions. Iran J. Comput. Sci. Mohammadreza Doostmohammadian, Alireza Aghasi, Houman Zarrabi
2023	J	`jnl`	Discretized Distributed Optimization over Dynamic Digraphs. CoRR Mohammadreza Doostmohammadian, Wei Jiang, Muwahida Liaquat, Alireza Aghasi, Houman Zarrabi
2023	J	`jnl`	Distributed Delay-Tolerant Strategies for Equality-Constraint Sum-Preserving Resource Allocation. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Maria Vrakopoulou, Hamid R. Rabiee, Usman A. Khan, Themistoklis Charalambous
2023	J	`jnl`	Distributed delay-tolerant strategies for equality-constraint sum-preserving resource allocation. Syst. Control. Lett. Mohammadreza Doostmohammadian, Alireza Aghasi, Maria Vrakopoulou, Hamid R. Rabiee, Usman A. Khan, Themistoklis Charalambous
2023	J	`jnl`	Robust-to-Noise Algorithms for Distributed Resource Allocation and Scheduling. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi
2022	—	`conf`	1st-Order Dynamics on Nonlinear Agents for Resource Allocation over Uniformly-Connected Networks. CCTA Mohammadreza Doostmohammadian, Alireza Aghasi, Maria Vrakopoulou, Themistoklis Charalambous
2022	—	`conf`	Distributed CPU Scheduling Subject to Nonlinear Constraints. CCTA Mohammadreza Doostmohammadian, Alireza Aghasi, Apostolos I. Rikos, Andreas Grammenos, Evangelia Kalyvianaki, Christoforos N. Hadjicostis, Karl Henrik Johansson, Themistoklis Charalambous
2022	J	`jnl`	Distributed CPU Scheduling Subject to Nonlinear Constraints. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Apostolos I. Rikos, Andreas Grammenos, Evangelia Kalyvianaki, Christoforos N. Hadjicostis, Karl Henrik Johansson, Themistoklis Charalambous
2022	J	`jnl`	Distributed Constraint-Coupled Optimization over Lossy Networks. CoRR Mohammadreza Doostmohammadian, Usman A. Khan, Alireza Aghasi, Themistoklis Charalambous
2022	—	`conf`	Distributed Finite-Sum Constrained Optimization subject to Nonlinearity on the Node Dynamics. VTC Spring Mohammadreza Doostmohammadian, Maria Vrakopoulou, Alireza Aghasi, Themistoklis Charalambous
2022	J	`jnl`	Distributed Finite-Sum Constrained Optimization subject to Nonlinearity on the Node Dynamics. CoRR Mohammadreza Doostmohammadian, Maria Vrakopoulou, Alireza Aghasi, Themistoklis Charalambous
2022	J	`jnl`	Distributed Support Vector Machines Over Dynamic Balanced Directed Networks. IEEE Control. Syst. Lett. Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous, Usman A. Khan
2022	—	`conf`	Fast-Convergent Anytime-Feasible Dynamics for Distributed Allocation of Resources Over Switching Sparse Networks with Quantized Communication Links. ECC Mohammadreza Doostmohammadian, Alireza Aghasi, Mohammad Pirani, Ehsan Nekouei, Usman A. Khan, Themistoklis Charalambous
2022	J	`jnl`	RIGID: Robust Linear Regression with Missing Data. CoRR Alireza Aghasi, MohammadJavad Feizollahi, Saeed Ghadimi
2021	J	`jnl`	1st-Order Dynamics on Nonlinear Agents for Resource Allocation over Uniformly-Connected Networks. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous
2021	J	`jnl`	Distributed support-vector-machine over dynamic balanced directed networks. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous, Usman A. Khan
2021	A*	`conf`	Inverse Constrained Reinforcement Learning. ICML Shehryar Malik, Usman Anwar, Alireza Aghasi, Ali Ahmed
2020	J	`jnl`	Bilinear Compressed Sensing Under Known Signs via Convex Programming. IEEE Trans. Signal Process. Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2020	J	`jnl`	Fast Convex Pruning of Deep Neural Networks. SIAM J. Math. Data Sci. Alireza Aghasi, Afshin Abdi, Justin Romberg
2020	J	`jnl`	Fast-Convergent Dynamics for Distributed Resource Allocation Over Time-Varying Networks. CoRR Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous
2020	J	`jnl`	Inverse Constrained Reinforcement Learning. CoRR Usman Anwar, Shehryar Malik, Alireza Aghasi, Ali Ahmed
2020	J	`jnl`	Learning To Solve Differential Equations Across Initial Conditions. CoRR Shehryar Malik, Usman Anwar, Ali Ahmed, Alireza Aghasi
2019	J	`jnl`	Bilinear Compressed Sensing under known Signs via Convex Programming. CoRR Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2019	J	`jnl`	Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming. CoRR Ali Ahmed, Alireza Aghasi, Paul Hand
2019	J	`jnl`	Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming. J. Mach. Learn. Res. Ali Ahmed, Alireza Aghasi, Paul Hand
2018	A*	`conf`	A convex program for bilinear inversion of sparse vectors. NeurIPS Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2018	J	`jnl`	A convex program for bilinear inversion of sparse vectors. CoRR Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2018	A*	`conf`	Blind Deconvolutional Phase Retrieval via Convex Programming. NeurIPS Ali Ahmed, Alireza Aghasi, Paul Hand
2018	J	`jnl`	Blind Deconvolutional Phase Retrieval via Convex Programming. CoRR Ali Ahmed, Alireza Aghasi, Paul Hand
2018	J	`jnl`	Extracting the Principal Shape Components via Convex Programming. IEEE Trans. Image Process. Alireza Aghasi, Justin Romberg
2018	J	`jnl`	Fast Convex Pruning of Deep Neural Networks. CoRR Alireza Aghasi, Afshin Abdi, Justin Romberg
2017	J	`jnl`	BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs. CoRR Alireza Aghasi, Ali Ahmed, Paul Hand
2017	Misc	`conf`	Convex inversion of the entrywise product of real signals with known signs. ACSSC Alireza Aghasi, Ali Ahmed, Paul Hand
2017	—	`conf`	Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee. NIPS Alireza Aghasi, Afshin Abdi, Nam Nguyen, Justin Romberg
2016	J	`jnl`	Net-Trim: A Layer-wise Convex Pruning of Deep Neural Networks. CoRR Alireza Aghasi, Nam Nguyen, Justin Romberg
2016	J	`jnl`	Object Learning and Convex Cardinal Shape Composition. CoRR Alireza Aghasi, Justin K. Romberg
2016	J	`jnl`	Sweep Distortion Removal from THz Images via Blind Demodulation. CoRR Alireza Aghasi, Barmak Heshmat, Albert Redo-Sanchez, Justin K. Romberg, Ramesh Raskar
2015	J	`jnl`	Convex Cardinal Shape Composition. SIAM J. Imaging Sci. Alireza Aghasi, Justin K. Romberg
2015	Misc	`conf`	Convex cardinal shape composition and object recognition in computer vision. ACSSC Alireza Aghasi, Justin K. Romberg
2013	—	`conf`	A tightest convex envelope heuristic to row sparse and rank one matrices. GlobalSIP Alireza Aghasi, Sohail Bahmani, Justin K. Romberg
2013	Misc	`conf`	Poutine: A correlation estimator for ergodic stationary signals. ICASSP Han Lun Yap, Aurele Balavoine, William Mantzel, Ning Tian, Darryl Sale, Alireza Aghasi, Justin K. Romberg
2013	J	`jnl`	Sparse Shape Reconstruction CoRR Alireza Aghasi, Justin K. Romberg
2013	J	`jnl`	Sparse Shape Reconstruction. SIAM J. Imaging Sci. Alireza Aghasi, Justin K. Romberg
2012	J	`jnl`	Environmental Remediation and Restoration: Hydrological and Geophysical Processing Methods. IEEE Signal Process. Mag. Eric L. Miller, Linda M. Abriola, Alireza Aghasi
2012	J	`jnl`	High-Order Regularized Regression in Electrical Impedance Tomography. SIAM J. Imaging Sci. Nick Polydorides, Alireza Aghasi, Eric L. Miller
2012	C	`conf`	Joint electrical and hydrological inversion for reconstruction of subsurface contaminant source zones. IGARSS Alireza Aghasi, Itza Mendoza-Sanchez, Linda M. Abriola, Eric L. Miller
2012	J	`jnl`	Sensitivity Calculations for Poisson's Equation via the Adjoint Field Method. IEEE Geosci. Remote. Sens. Lett. Alireza Aghasi, Eric L. Miller
2011	J	`jnl`	A hybrid global minimization scheme for accurate source localization in sensor networks. EURASIP J. Adv. Signal Process. Hamidreza Aghasi, Hamidreza Amindavar, Alireza Aghasi
2011	J	`jnl`	Parametric Level Set Methods for Inverse Problems. SIAM J. Imaging Sci. Alireza Aghasi, Misha Elena Kilmer, Eric L. Miller
2009	Misc	`conf`	Synthesis of planar arrays with arbitrary geometry for flat-top footprint patterns. ICASSP Alireza Aghasi, Hamidreza Amindavar, Eric L. Miller