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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.

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2,341 to 2,400 of 2,615

  1. Derivative-free optimization methods

    Jeffrey Larson, Matt Menickelly, Stefan M. Wild

    math.OCarXiv:1904.11585v22019

  2. Linear Exponential Quadratic Gaussian Covariance Steering

    Chiran B. Cherian, Yasemin Isik, Abhishek Halder

    math.OCcs.AIcs.LGarXiv:2609.12463v12026

  3. Brenier Meets Adversarial Training: Optimal Transport Geometry for Robust Learning

    Alireza Abdollahpoorrostam, Ehsan Sharifian, Buse Şen +2

    cs.LGmath.OCstat.MLarXiv:2609.31363v12026

  4. Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients

    Aritra Mitra, Rayana Jaafar, George J. Pappas +1

    cs.LGcs.DCeess.SYarXiv:2102.07053v22021

  5. 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

  6. Gotta Go Fast When Generating Data with Score-Based Models

    Alexia Jolicoeur-Martineau, Ke Li, Rémi Piché-Taillefer +2

    cs.LGcs.CVmath.OCarXiv:2105.14080v12021

  7. Convergence and Dynamical Behavior of the ADAM Algorithm for Non-Convex Stochastic Optimization

    Anas Barakat, Pascal Bianchi

    stat.MLcs.LGmath.CAarXiv:1810.02263v42018

  8. Faster randomized block Kaczmarz algorithms

    Ion Necoara

    math.OCarXiv:1902.09946v12019

  9. Acceleration via Symplectic Discretization of High-Resolution Differential Equations

    Bin Shi, Simon S. Du, Weijie J. Su +1

    math.OCcs.LGcs.NAarXiv:1902.03694v22019

  10. SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives

    Aaron Defazio, Francis Bach, Simon Lacoste-Julien

    cs.LGmath.OCstat.MLarXiv:1407.0202v32014

  11. An optimal control perspective on diffusion-based generative modeling

    Julius Berner, Lorenz Richter, Karen Ullrich

    cs.LGmath.OCstat.MLarXiv:2211.01364v32022

  12. Stochastic Reactive Power Management in Microgrids with Renewables

    Vassilis Kekatos, Gang Wang, Antonio J. Conejo +1

    math.OCeess.SYarXiv:1409.6758v22014

  13. A Single Time-Scale Stochastic Approximation Method for Nested Stochastic Optimization

    Saeed Ghadimi, Andrzej Ruszczyński, Mengdi Wang

    math.OCarXiv:1812.01094v22018

  14. Mini-Batch Primal and Dual Methods for SVMs

    Martin Takáč, Avleen Bijral, Peter Richtárik +1

    cs.LGmath.OCarXiv:1303.2314v12013

  15. Nature-Inspired Optimization Algorithms: Challenges and Open Problems

    Xin-She Yang

    cs.NEcs.LGmath.OCarXiv:2003.03776v12020

  16. Fundamental Tradeoffs in Communication and Trajectory Design for UAV-Enabled Wireless Network

    Qingqing Wu, Liang Liu, Rui Zhang

    cs.ITmath.DSmath.OCarXiv:1805.07038v12018

  17. Reinforcement Learning for Combinatorial Optimization: A Survey

    Nina Mazyavkina, Sergey Sviridov, Sergei Ivanov +1

    cs.LGmath.COmath.OCarXiv:2003.03600v32020

  18. Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses

    Raef Bassily, Vitaly Feldman, Cristóbal Guzmán +1

    cs.LGmath.OCstat.MLarXiv:2006.06914v12020

  19. Anchored Extra-Proximal Methods: Optimal Higher-Order Methods for Monotone Inclusion Problems

    Ruichen Jiang, TaeHo Yoon

    math.OCcs.LGstat.MLarXiv:2609.30212v12026

  20. Constrained Efficient Global Optimization of Expensive Black-box Functions

    Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic +1

    math.OCarXiv:2211.00162v42022

  21. Computing Equilibria in Integer Programming Games with Shared Constraints

    Bainian Hao, Hyunwoo Lee, Robert Hildebrand +1

    math.OCcs.GTarXiv:2610.04279v12026

  22. Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes

    Ohad Shamir, Tong Zhang

    cs.LGmath.OCstat.MLarXiv:1212.1824v22012

  23. $R$-Linear Convergence of Barzilai-Borwein Methods on Strictly Convex Quadratics via Closed-Cone Homogeneous Dynamics

    Shutai Yang, Ya-xiang Yuan

    math.OCcs.NAmath.NAarXiv:2609.12100v12026

  24. From Mixing to Tearing: Graph Decomposition in Decentralized Optimization via Message Passing

    Kuangyu Ding, Gesualdo Scutari

    math.OCcs.LGarXiv:2610.03709v12026

  25. An Information-Theoretic Approach to PMU Placement in Electric Power Systems

    Qiao Li, Tao Cui, Yang Weng +3

    math.OCcs.DScs.ITarXiv:1201.2934v12012

  26. Deriving the Pure Price of Anarchy for Networked Resource Allocation Games

    Vartika Singh, Philip N. Brown

    cs.GTcs.MAcs.SYarXiv:2609.12077v12026

  27. Continuous Learning of Gravity Field Irregularities Around Small Bodies via Neural Hamiltonian ODEs

    Giacomo Acciarini, Dario Izzo

    astro-ph.IMastro-ph.EPcs.AIarXiv:2609.12022v12026

  28. Learning in Inverse Games: Tractable Training with Probabilistic Guarantees

    Arghya Mallick, Reza Rahimi Baghbadorani, Peyman Mohajerin Esfahani +1

    eess.SYcs.SYmath.OCarXiv:2610.03481v12026

  29. A Framework to Integrate Mode Choice in the Design of Mobility-on-Demand Systems

    Yang Liu, Prateek Bansal, Ricardo Daziano +1

    eess.SYcs.SYmath.OCarXiv:1805.06094v42018

  30. Performance-oriented model learning for data-driven MPC design

    Dario Piga, Marco Forgione, Simone Formentin +1

    math.OCarXiv:1904.10839v12019

  31. Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks

    Difan Zou, Yuan Cao, Dongruo Zhou +1

    cs.LGcs.AImath.OCarXiv:1811.08888v32018

  32. An Integrated Market for Electricity and Natural Gas Systems with Stochastic Power Producers

    Christos Ordoudis, Pierre Pinson, Juan M. Morales

    math.OCarXiv:1805.04414v22018

  33. On the Convergence of Adam and Beyond

    Sashank J. Reddi, Satyen Kale, Sanjiv Kumar

    cs.LGmath.OCstat.MLarXiv:1904.09237v12019

  34. Local Saddle Point Optimization: A Curvature Exploitation Approach

    Leonard Adolphs, Hadi Daneshmand, Aurelien Lucchi +1

    cs.LGmath.OCstat.MLarXiv:1805.05751v32018

  35. Let's Have a Conversation: Designing and Evaluating LLM Agents for Interactive Optimization

    Joshua Drossman, Alexandre Jacquillat, Sébastien Martin

    cs.AImath.OCarXiv:2604.02666v12026

  36. Random Reshuffling: Simple Analysis with Vast Improvements

    Konstantin Mishchenko, Ahmed Khaled, Peter Richtárik

    math.OCcs.LGstat.MLarXiv:2006.05988v32020

  37. Stable Neural Flows

    Stefano Massaroli, Michael Poli, Michelangelo Bin +3

    cs.LGmath.OCstat.MLarXiv:2003.08063v12020

  38. Verified Linear Programming through Tolerance-Aware Precision Boosting

    Ernesto Casablanca, Martin Sidaway, Paolo Zuliani +1

    math.OCcs.NAmath.NAarXiv:2609.11721v22026

  39. PrecPack: An Efficient Open-Source Exact Solver for Bin Packing with Generalized Precedence Constraints

    Sunkanghong Wang, Zhengzhong Ricky You, Roberto Baldacci +4

    cs.DSmath.COmath.OCarXiv:2609.17368v12026

  40. Asynchronous Replanning in Two Population Linear Quadratic Mean Field Games: Information Requirements and Stability

    Yuxin Jin, Wang Yao, Xiao Zhang

    math.OCcs.SYeess.SYarXiv:2609.11424v22026

  41. A proximal iteration for deconvolving Poisson noisy images using sparse representations

    François-Xavier Dupé, Jalal Fadili, Jean Luc Starck

    stat.APmath.OCmath.STarXiv:0803.2623v22008

  42. Time-optimal elevator control with higher-order state constraints: analysis and computation of boundary contacts

    Dmitry Karamzin, Aleksandra Zhukova, Roman Chertovskih +1

    math.OCcs.NAmath.DSarXiv:2609.11348v12026

  43. Inverse Optimization with Noisy Data

    Anil Aswani, Zuo-Jun Max Shen, Auyon Siddiq

    math.OCarXiv:1507.03266v42015

  44. ASGO: Adaptive Structured Gradient Optimization

    Kang An, Yuxing Liu, Rui Pan +4

    cs.LGmath.OCarXiv:2503.20762v32025

  45. Exact PID and PI Gain Regions for Uncertain Non-Affine MIMO Systems

    Cheng Zhao

    eess.SYcs.SYmath.OCarXiv:2609.11130v12026

  46. Optimal Control of Vehicular Formations with Nearest Neighbor Interactions

    Fu Lin, Makan Fardad, Mihailo R. Jovanović

    math.OCcs.MAeess.SYarXiv:1112.4113v12011

  47. A Novel Consensus-based Distributed Algorithm for Economic Dispatch Based on Local Estimation of Power Mismatch

    Hajir Pourbabak, Jingwei Luo, Tao Chen +1

    math.OCarXiv:1708.06803v22017

  48. Physarum Can Compute Shortest Paths

    Vincenzo Bonifaci, Kurt Mehlhorn, Girish Varma

    cs.DScs.CEcs.ETarXiv:1106.0423v32011

  49. Workload Equity in Vehicle Routing Problems: A Survey and Analysis

    Piotr Matl, Richard F. Hartl, Thibaut Vidal

    math.OCarXiv:1605.08565v22016

  50. The Why and How of Nonnegative Matrix Factorization

    Nicolas Gillis

    stat.MLcs.IRcs.LGarXiv:1401.5226v22014

  51. Reducing Noise in GAN Training with Variance Reduced Extragradient

    Tatjana Chavdarova, Gauthier Gidel, François Fleuret +1

    stat.MLcs.LGmath.OCarXiv:1904.08598v32019

  52. Optimizing spread dynamics on graphs by message passing

    Fabrizio Altarelli, Alfredo Braunstein, Luca Dall'Asta +1

    cond-mat.dis-nncs.SImath.OCarXiv:1203.1426v22012

  53. Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes

    Guanghui Lan

    cs.LGcs.AImath.OCarXiv:2102.00135v62021

  54. Riemannian Metric and Geometric Mean for Positive Semidefinite Matrices of Fixed Rank

    Silvere Bonnabel, Rodolphe Sepulchre

    math.OCmath.NAarXiv:0807.4462v22008

  55. On the Tightness of Standard Relaxations for Mixed-Integer Bilevel Linear Programs

    Sergey S. Ketkov, Oleg A. Prokopyev

    cs.CCmath.OCarXiv:2609.10233v12026

  56. Convergence rates for the RMSprop optimizer with full control of the hyperparameters

    Steffen Dereich, Arnulf Jentzen

    cs.LGmath.OCmath.PRarXiv:2608.30382v12026

  57. The Heavy-Tail Phenomenon in SGD

    Mert Gurbuzbalaban, Umut Şimşekli, Lingjiong Zhu

    math.OCcs.LGmath.STarXiv:2006.04740v52020

  58. Nash and Wardrop equilibria in aggregative games with coupling constraints

    Dario Paccagnan, Basilio Gentile, Francesca Parise +2

    eess.SYcs.GTcs.SYarXiv:1702.08789v22017

  59. Minimum-makespan completion and vertex selection leave the Wang-Sitters constant at 11/6

    Adam Y. Shavit

    cs.DSmath.OCarXiv:2609.10004v12026

  60. Tracking-ADMM for Distributed Constraint-Coupled Optimization

    Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano +1

    math.OCcs.SYeess.SYarXiv:1907.10860v12019