Optimization and Control

Papers filed under math.OC on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

Search paper metadata (including unsummarized papers)

541 to 600 of 1,591

Saddle-point dynamics: conditions for asymptotic stability of saddle points
Ashish Cherukuri, Bahman Gharesifard, Jorge Cortes
math.OCarXiv:1510.02145v22015
Muon Optimizes Under Spectral Norm Constraints
Lizhang Chen, Jonathan Li, Qiang Liu
cs.LGmath.OCstat.MLarXiv:2506.15054v22025
Physics-Aware Neural Networks for Distribution System State Estimation
Ahmed S. Zamzam, Nicholas D. Sidiropoulos
math.OCeess.SYarXiv:1903.09669v22019
On the Global Linear Convergence of the ADMM with Multi-Block Variables
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
math.OCarXiv:1408.4266v22014
Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization
Dmitry Kovalev
cs.LGmath.OCstat.MLarXiv:2503.12645v22025
Distributed heavy-ball: A generalization and acceleration of first-order methods with gradient tracking
Ran Xin, Usman A. Khan
math.OCarXiv:1808.02942v22018
Robust Collaborative Nonnegative Matrix Factorization For Hyperspectral Unmixing (R-CoNMF)
Jun Li, Jose M. Bioucas-Dias, Antonio Plaza +1
math.OCarXiv:1506.04870v12015
Distributed Random Projection Algorithm for Convex Optimization
Soomin Lee, Angelia Nedich
math.OCeess.SYarXiv:1211.5611v32012
Calculus of variations with fractional derivatives and fractional integrals
Ricardo Almeida, Delfim F. M. Torres
math.OCmath-pharXiv:0907.1024v12009
Learning-Assisted Congestion-Aware Route Scheduling for Semiconductor Fab Material Control Systems
Hao Yin, Meiqi Tu, Anbang Liu +2
cs.AImath.OCarXiv:2608.30520v12026
Challenges in Training PINNs: A Loss Landscape Perspective
Pratik Rathore, Weimu Lei, Zachary Frangella +2
cs.LGmath.OCstat.MLarXiv:2402.01868v22024
Provably Safe Decentralized Contingency MPC under State-Only Information and Limited Sensing for Nonlinear Multi-agent Systems
Max Studt, Georg Schildbach
math.OCcs.MAcs.ROarXiv:2608.30874v12026
On the Convergence of the SINDy Algorithm
Linan Zhang, Hayden Schaeffer
math.OCcs.ITarXiv:1805.06445v12018
Power Grid Vulnerability to Geographically Correlated Failures - Analysis and Control Implications
Andrey Bernstein, Daniel Bienstock, David Hay +2
eess.SYcs.PFmath.OCarXiv:1206.1099v12012
Fast L1-L2 minimization via a proximal operator
Yifei Lou, Ming Yan
math.OCcs.ITmath.NAarXiv:1609.09530v42016
Stability and Generalization of Learning Algorithms that Converge to Global Optima
Zachary Charles, Dimitris Papailiopoulos
stat.MLcs.ITcs.LGarXiv:1710.08402v12017
Exact Reconstruction using Beurling Minimal Extrapolation
Yohann de Castro, Fabrice Gamboa
math.STcs.ITmath.OCarXiv:1103.4951v22011
The Road Less Scheduled
Aaron Defazio, Xingyu Alice Yang, Harsh Mehta +3
cs.LGcs.AImath.OCarXiv:2405.15682v42024
Accelerated Methods for Non-Convex Optimization
Yair Carmon, John C. Duchi, Oliver Hinder +1
math.OCcs.DSarXiv:1611.00756v22016
Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems
Akshay Ajagekar, Travis Humble, Fengqi You
quant-phcs.AImath.OCarXiv:1910.13045v12019
Metaheuristic Optimization: Algorithm Analysis and Open Problems
Xin-She Yang
math.OCcs.NEarXiv:1212.0220v12012
Formulating an $n$-person noncooperative game as a tensor complementarity problem
Zheng-Hai Huang, Liqun Qi
math.OCarXiv:1602.03280v12016
Complete Dictionary Recovery over the Sphere
Ju Sun, Qing Qu, John Wright
cs.ITcs.CVcs.LGarXiv:1504.06785v32015
Dynamic control of agents playing aggregative games with coupling constraints
Sergio Grammatico
math.OCcs.GTcs.MAarXiv:1609.08962v22016
Mini-Batch Primal and Dual Methods for SVMs
Martin Takáč, Avleen Bijral, Peter Richtárik +1
cs.LGmath.OCarXiv:1303.2314v12013
Kriging based Surrogate Modeling for Fractional Order Control of Microgrids
Indranil Pan, Saptarshi Das
eess.SYmath.OCarXiv:1408.4612v12014
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination
Nathan Kallus, Xiaojie Mao, Angela Zhou
stat.MLcs.LGmath.OCarXiv:1906.00285v22019
Learning Mixed Graphical Models
Jason D. Lee, Trevor J. Hastie
stat.MLcs.CVcs.LGarXiv:1205.5012v32012
Sequence Set Design With Good Correlation Properties via Majorization-Minimization
Junxiao Song, Prabhu Babu, Daniel P. Palomar
math.OCarXiv:1510.01899v12015
Sub-sampled Cubic Regularization for Non-convex Optimization
Jonas Moritz Kohler, Aurelien Lucchi
cs.LGmath.OCstat.MLarXiv:1705.05933v32017
Stochastic Cubic Regularization for Fast Nonconvex Optimization
Nilesh Tripuraneni, Mitchell Stern, Chi Jin +2
cs.LGmath.OCstat.MLarXiv:1711.02838v22017
Adaptive Gradient Descent without Descent
Yura Malitsky, Konstantin Mishchenko
math.OCcs.LGmath.NAarXiv:1910.09529v22019
A Simple Effective Heuristic for Embedded Mixed-Integer Quadratic Programming
Reza Takapoui, Nicholas Moehle, Stephen Boyd +1
math.OCarXiv:1509.08416v12015
Provably Efficient Safe Exploration via Primal-Dual Policy Optimization
Dongsheng Ding, Xiaohan Wei, Zhuoran Yang +2
cs.LGmath.OCstat.MLarXiv:2003.00534v22020
Optimal construction of Koopman eigenfunctions for prediction and control
Milan Korda, Igor Mezić
math.OCmath.DSmath.SParXiv:1810.08733v32018
The Indefinite Summation Problem for the Laurent Ring
Shiva Shankar
cs.SCmath.OCarXiv:2609.00824v12026
Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks
Gauthier Gidel, Francis Bach, Simon Lacoste-Julien
cs.LGmath.OCstat.MLarXiv:1904.13262v22019
Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
X. Y. Han, Vardan Papyan, David L. Donoho
cs.LGcs.AImath.DGarXiv:2106.02073v42021
Exact and Inexact Subsampled Newton Methods for Optimization
Raghu Bollapragada, Richard Byrd, Jorge Nocedal
math.OCstat.MLarXiv:1609.08502v12016
Solving (most) of a set of quadratic equalities: Composite optimization for robust phase retrieval
John C. Duchi, Feng Ruan
math.STcs.ITmath.OCarXiv:1705.02356v22017
The Polar Express: Optimal Matrix Sign Methods and Their Application to the Muon Algorithm
Noah Amsel, David Persson, Christopher Musco +1
cs.LGcs.AIcs.CLarXiv:2505.16932v52025
Computing B-Stationary Points of Nonsmooth DC Programs
Jong-Shi Pang, Meisam Razaviyayn, Alberth Alvarado
math.OCarXiv:1511.01796v12015
Two Adjoint Perspectives on Fokker-Planck Optimization: A Microscopic-Macroscopic Correspondence
Kathrin Hellmuth, Qin Li, Yunan Yang
math.NAmath.APmath.OCarXiv:2609.02072v12026
Joint Planning of Distributed Generations and Energy Storage in Active Distribution Networks: A Bi-Level Programming Approach
Yang Li, Bo Feng, Bin Wang +1
eess.SYmath.OCarXiv:2201.05932v12022
Introduction to Online Convex Optimization
Elad Hazan
cs.LGmath.OCstat.MLarXiv:1909.05207v32019
Data-Driven Sparse Sensor Placement for Reconstruction
Krithika Manohar, Bingni W. Brunton, J. Nathan Kutz +1
math.OCeess.SYarXiv:1701.07569v22017
Autonomous Demand Side Management Based on Energy Consumption Scheduling and Instantaneous Load Billing: An Aggregative Game Approach
He Chen, Yonghui Li, Raymond H. Y. Louie +1
math.OCarXiv:1306.3383v22013
A Two-Stage Learning PINN Approach for Solving the Inverse Problem of the 1D Porous Medium Equation
Noura Al Helwani, Sophie Moufawad, Nabil Nassif
math.OCcs.AIarXiv:2608.16475v12026
Semi-discrete quadratic Wasserstein energy and state-dependent Langevin exploration
Ran Gu, Gaoyue Guo, Kelvin Shuangjian Zhang
math.NAmath.OCmath.PRarXiv:2609.03405v12026
VAFL: a Method of Vertical Asynchronous Federated Learning
Tianyi Chen, Xiao Jin, Yuejiao Sun +1
cs.LGcs.DCmath.OCarXiv:2007.06081v12020
Beyond Higher-Pulse Rectification: Operational Harmonic Coordination in Renewable P2H Systems
Yangjun Zeng, Yiwei Qiu, Jie Zhu +6
math.OCeess.SYarXiv:2609.03531v12026
Correctness Guarantees for the Composition of Lane Keeping and Adaptive Cruise Control
Xiangru Xu, Jessy W. Grizzle, Paulo Tabuada +1
math.OCeess.SYarXiv:1609.06807v22016
Characterizations and Complexity of Minimum Forward and Integer Cycle Bases
Gabor Riccardi, Niels Lindner
math.OCcs.DMarXiv:2609.02317v12026
On the suboptimality of stochastic MPC with varying constraint horizon
Allan Andre Do Nascimento, Andre Bertolace, Antonis Papachristodoulou +1
math.OCeess.SYarXiv:2608.30017v12026
Mean-covariance turnpikes in Wasserstein distributionally robust linear-quadratic control
Yanzhi Wu, Zhengping Ji
math.OCeess.SYarXiv:2608.26986v12026
AI-Assisted Discovery and Construction of a Counterexample to the Convergence of Three-Block ADMM with the Identity Matrix as its Third Constraint Block
Kenan Xu, Xiangfeng Wang
math.OCcs.AIarXiv:2608.14396v12026
Online Optimization as a Feedback Controller: Stability and Tracking
Marcello Colombino, Emiliano Dall'Anese, Andrey Bernstein
math.OCarXiv:1805.09877v22018
A Theoretical and Empirical Comparison of Gradient Approximations in Derivative-Free Optimization
Albert S. Berahas, Liyuan Cao, Krzysztof Choromanski +1
math.OCarXiv:1905.01332v52019
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi
cs.LGcs.DCcs.DSarXiv:1902.00340v12019
Error Feedback Fixes SignSGD and other Gradient Compression Schemes
Sai Praneeth Karimireddy, Quentin Rebjock, Sebastian U. Stich +1
cs.LGmath.OCstat.MLarXiv:1901.09847v22019

Optimization and Control

Saddle-point dynamics: conditions for asymptotic stability of saddle points

Muon Optimizes Under Spectral Norm Constraints

Physics-Aware Neural Networks for Distribution System State Estimation

On the Global Linear Convergence of the ADMM with Multi-Block Variables

Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization

Distributed heavy-ball: A generalization and acceleration of first-order methods with gradient tracking

Robust Collaborative Nonnegative Matrix Factorization For Hyperspectral Unmixing (R-CoNMF)

Distributed Random Projection Algorithm for Convex Optimization

Calculus of variations with fractional derivatives and fractional integrals

Learning-Assisted Congestion-Aware Route Scheduling for Semiconductor Fab Material Control Systems

Challenges in Training PINNs: A Loss Landscape Perspective

Provably Safe Decentralized Contingency MPC under State-Only Information and Limited Sensing for Nonlinear Multi-agent Systems

On the Convergence of the SINDy Algorithm

Power Grid Vulnerability to Geographically Correlated Failures - Analysis and Control Implications

Fast L1-L2 minimization via a proximal operator

Stability and Generalization of Learning Algorithms that Converge to Global Optima

Exact Reconstruction using Beurling Minimal Extrapolation

The Road Less Scheduled

Accelerated Methods for Non-Convex Optimization

Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems

Metaheuristic Optimization: Algorithm Analysis and Open Problems

Formulating an $n$-person noncooperative game as a tensor complementarity problem

Complete Dictionary Recovery over the Sphere

Dynamic control of agents playing aggregative games with coupling constraints

Mini-Batch Primal and Dual Methods for SVMs

Kriging based Surrogate Modeling for Fractional Order Control of Microgrids

Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination

Learning Mixed Graphical Models

Sequence Set Design With Good Correlation Properties via Majorization-Minimization

Sub-sampled Cubic Regularization for Non-convex Optimization

Stochastic Cubic Regularization for Fast Nonconvex Optimization

Adaptive Gradient Descent without Descent

A Simple Effective Heuristic for Embedded Mixed-Integer Quadratic Programming

Provably Efficient Safe Exploration via Primal-Dual Policy Optimization

Optimal construction of Koopman eigenfunctions for prediction and control

The Indefinite Summation Problem for the Laurent Ring

Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks

Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path

Exact and Inexact Subsampled Newton Methods for Optimization

Solving (most) of a set of quadratic equalities: Composite optimization for robust phase retrieval

The Polar Express: Optimal Matrix Sign Methods and Their Application to the Muon Algorithm

Computing B-Stationary Points of Nonsmooth DC Programs

Two Adjoint Perspectives on Fokker-Planck Optimization: A Microscopic-Macroscopic Correspondence

Joint Planning of Distributed Generations and Energy Storage in Active Distribution Networks: A Bi-Level Programming Approach

Introduction to Online Convex Optimization

Data-Driven Sparse Sensor Placement for Reconstruction

Autonomous Demand Side Management Based on Energy Consumption Scheduling and Instantaneous Load Billing: An Aggregative Game Approach

A Two-Stage Learning PINN Approach for Solving the Inverse Problem of the 1D Porous Medium Equation

Semi-discrete quadratic Wasserstein energy and state-dependent Langevin exploration

VAFL: a Method of Vertical Asynchronous Federated Learning

Beyond Higher-Pulse Rectification: Operational Harmonic Coordination in Renewable P2H Systems

Correctness Guarantees for the Composition of Lane Keeping and Adaptive Cruise Control

Characterizations and Complexity of Minimum Forward and Integer Cycle Bases

On the suboptimality of stochastic MPC with varying constraint horizon

Mean-covariance turnpikes in Wasserstein distributionally robust linear-quadratic control

AI-Assisted Discovery and Construction of a Counterexample to the Convergence of Three-Block ADMM with the Identity Matrix as its Third Constraint Block

Online Optimization as a Feedback Controller: Stability and Tracking

A Theoretical and Empirical Comparison of Gradient Approximations in Derivative-Free Optimization

Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication

Error Feedback Fixes SignSGD and other Gradient Compression Schemes