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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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421 to 480 of 1,592

  1. Data-driven control via Petersen's lemma

    Andrea Bisoffi, Claudio De Persis, Pietro Tesi

    eess.SYmath.DSmath.OCarXiv:2109.12175v12021

  2. Dynamic Average Consensus under Limited Control Authority and Privacy Requirements

    Solmaz S. Kia, Jorge Cortes, Sonia Martinez

    math.OCarXiv:1401.6463v12014

  3. Safe Feature Elimination for the LASSO and Sparse Supervised Learning Problems

    Laurent El Ghaoui, Vivian Viallon, Tarek Rabbani

    cs.LGeess.SYmath.OCarXiv:1009.4219v22010

  4. Adaptive Algorithms for Online Convex Optimization with Long-term Constraints

    Rodolphe Jenatton, Jim Huang, Cédric Archambeau

    stat.MLcs.LGmath.OCarXiv:1512.07422v12015

  5. Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling

    Zeyuan Allen-Zhu, Zheng Qu, Peter Richtárik +1

    math.OCcs.DSmath.NAarXiv:1512.09103v32015

  6. Dropping Convexity for Faster Semi-definite Optimization

    Srinadh Bhojanapalli, Anastasios Kyrillidis, Sujay Sanghavi

    stat.MLcs.DScs.ITarXiv:1509.03917v32015

  7. The Heavy-Tail Phenomenon in SGD

    Mert Gurbuzbalaban, Umut Şimşekli, Lingjiong Zhu

    math.OCcs.LGmath.STarXiv:2006.04740v52020

  8. From Data to Decisions: Distributionally Robust Optimization is Optimal

    Bart P. G. Van Parys, Peyman Mohajerin Esfahani, Daniel Kuhn

    math.OCcs.ITarXiv:1704.04118v32017

  9. Lower bounds on the size of semidefinite programming relaxations

    James R. Lee, Prasad Raghavendra, David Steurer

    cs.CCmath.COmath.OCarXiv:1411.6317v12014

  10. Hashing with binary autoencoders

    Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei

    cs.LGcs.CVmath.OCarXiv:1501.00756v12015

  11. MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling

    Jianyu Wang, Anit Kumar Sahu, Zhouyi Yang +2

    cs.LGeess.SYmath.OCarXiv:1905.09435v32019

  12. A proximal method for composite minimization

    A. S. Lewis, S. J. Wright

    math.OCmath.NAarXiv:0812.0423v22008

  13. Simple algorithms for optimization on Riemannian manifolds with constraints

    Changshuo Liu, Nicolas Boumal

    math.OCarXiv:1901.10000v22019

  14. Transformer-Based Flow Shop Scheduling Using MILP-Generated Training Data

    Roderich Wallrath

    math.OCcs.LGarXiv:2608.29690v12026

  15. Risk-Sensitive Mean Field Games

    Hamidou Tembine, Quanyan Zhu, Tamer Basar

    math.OCcs.GTeess.SYarXiv:1210.2806v12012

  16. Optimization for deep learning: theory and algorithms

    Ruoyu Sun

    cs.LGmath.OCstat.MLarXiv:1912.08957v12019

  17. Parallel Bayesian Global Optimization of Expensive Functions

    Jialei Wang, Scott C. Clark, Eric Liu +1

    stat.MLmath.OCarXiv:1602.05149v42016

  18. Convergence of multi-block Bregman ADMM for nonconvex composite problems

    Fenghui Wang, Wenfei Cao, Zongben Xu

    math.OCarXiv:1505.03063v12015

  19. Why Random Reshuffling Beats Stochastic Gradient Descent

    Mert Gürbüzbalaban, Asuman Ozdaglar, Pablo Parrilo

    math.OCarXiv:1510.08560v42015

  20. Low-Rank Matrix Completion: A Contemporary Survey

    Luong Trung Nguyen, Junhan Kim, Byonghyo Shim

    cs.DScs.ITmath.OCarXiv:1907.11705v12019

  21. Optimizing the Optimizer for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks

    Elham Kiyani, Khemraj Shukla, Jorge F. Urbán +2

    cs.LGcs.AImath.OCarXiv:2501.16371v62025

  22. A Finite Time Analysis of Two Time-Scale Actor Critic Methods

    Yue Wu, Weitong Zhang, Pan Xu +1

    cs.LGmath.OCstat.MLarXiv:2005.01350v32020

  23. nPINNs: nonlocal Physics-Informed Neural Networks for a parametrized nonlocal universal Laplacian operator. Algorithms and Applications

    Guofei Pang, Marta D'Elia, Michael Parks +1

    math.APcs.LGmath.OCarXiv:2004.04276v12020

  24. Linear Coding of LTI Sources Over Vector Gaussian Channels: A Majorization Approach

    Shihao Jin, Junhui Li, Shinji Hara +1

    cs.ITeess.SYmath.OCarXiv:2608.29511v12026

  25. Model-Based Iterative Reconstruction for Radial Fast Spin-Echo MRI

    Kai Tobias Block, Martin Uecker, Jens Frahm

    physics.med-phcs.CEmath.OCarXiv:1603.00040v12016

  26. Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach

    Zhao Chen, Xiaodong Wang

    cs.LGeess.SPmath.OCarXiv:1812.07394v12018

  27. A note on finite-time and fixed-time stability

    Wenlian Lu, Xiwei Liu, Tianping Chen

    nlin.AOmath.OCarXiv:1507.07160v32015

  28. Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization

    Sihan Ge, Yichen Lin, Chenyu Zhou +3

    math.OCcs.AIarXiv:2609.05258v12026

  29. Asynchronous Distributed Optimization using a Randomized Alternating Direction Method of Multipliers

    Franck Iutzeler, Pascal Bianchi, Philippe Ciblat +1

    cs.DCmath.OCarXiv:1303.2837v12013

  30. A Smoothed Dual Approach for Variational Wasserstein Problems

    Marco Cuturi, Gabriel Peyré

    stat.MLmath.OCarXiv:1503.02533v22015

  31. Optimization of the Sherrington-Kirkpatrick Hamiltonian

    Andrea Montanari

    math.PRcond-mat.stat-mechmath.OCarXiv:1812.10897v22018

  32. Factoring the Cycle Aging Cost of Batteries Participating in Electricity Markets

    Bolun Xu, Jinye Zhao, Tongxin Zheng +2

    math.OCarXiv:1707.04567v22017

  33. Extragradient method with variance reduction for stochastic variational inequalities

    Alfredo Iusem, Alejandro Jofré, Roberto I. Oliveira +1

    math.OCarXiv:1703.00260v12017

  34. Distributed Pareto Optimization via Diffusion Strategies

    Jianshu Chen, Ali H. Sayed

    cs.MAmath.OCarXiv:1208.2503v12012

  35. Effect of correlations on network controllability

    Márton Pósfai, Yang-Yu Liu, Jean-Jacques Slotine +1

    physics.soc-phcond-mat.stat-mechcs.SIarXiv:1203.5161v22012

  36. Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy

    Seyed Mohsen Kazemi, Ali Movaghar, Shaahin hessabi

    math.OCcs.AIeess.SParXiv:2609.00471v12026

  37. A Unified Framework for Sparse Relaxed Regularized Regression: SR3

    Peng Zheng, Travis Askham, Steven L. Brunton +2

    stat.MLcs.LGmath.OCarXiv:1807.05411v42018

  38. Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem

    Jingwen Li, Yining Ma, Ruize Gao +4

    cs.LGmath.OCarXiv:2110.02629v22021

  39. Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization

    Hoi-To Wai, Zhuoran Yang, Zhaoran Wang +1

    cs.LGmath.OCstat.MLarXiv:1806.00877v42018

  40. Natural Compression for Distributed Deep Learning

    Samuel Horvath, Chen-Yu Ho, Ludovit Horvath +3

    cs.LGmath.OCstat.MLarXiv:1905.10988v32019

  41. Linear convergence in optimization over directed graphs with row-stochastic matrices

    Chenguang Xi, Van Sy Mai, Ran Xin +2

    math.OCarXiv:1611.06160v42016

  42. Douglas-Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems

    Guoyin Li, Ting Kei Pong

    math.OCstat.MLarXiv:1409.8444v52014

  43. Global convergence rate analysis of unconstrained optimization methods based on probabilistic models

    Coralia Cartis, Katya Scheinberg

    math.OCarXiv:1505.06070v22015

  44. B$^3$-PWL: GPU-Batched Branch-and-Bound for Piecewise-Linear Optimization with SOS2 Constraints

    Yilin Guan, Shuqing Luo, Pingzhi Li +2

    math.OCcs.DCarXiv:2608.28988v12026

  45. A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization

    Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas

    stat.MLcs.LGmath.OCarXiv:1506.04209v22015

  46. A Backend-Agnostic MWIS Kernel for Stochastic Unit Commitment with Neutral-Atom Hardware Validation

    Jiying Chen, Min Lin, Jingwei Wen +2

    quant-phcs.ETmath.OCarXiv:2609.01248v12026

  47. Distributed Online Convex Optimization with Time-Varying Coupled Inequality Constraints

    Xinlei Yi, Xiuxian Li, Lihua Xie +1

    math.OCcs.DCcs.LGarXiv:1903.04277v22019

  48. Geometry of Power Flows and Optimization in Distribution Networks

    Javad Lavaei, David Tse, Baosen Zhang

    math.OCcs.ITeess.SYarXiv:1204.4419v32012

  49. A Unified Theory of Decentralized SGD with Changing Topology and Local Updates

    Anastasia Koloskova, Nicolas Loizou, Sadra Boreiri +2

    cs.LGcs.DCmath.OCarXiv:2003.10422v32020

  50. Federated Learning of a Mixture of Global and Local Models

    Filip Hanzely, Peter Richtárik

    cs.LGcs.DCmath.OCarXiv:2002.05516v32020

  51. Numerical methods for nonlocal and fractional models

    Marta D'Elia, Qiang Du, Christian Glusa +3

    math.NAmath.APmath.OCarXiv:2002.01401v22020

  52. Realistic Control of Network Dynamics

    Sean P. Cornelius, William L. Kath, Adilson E. Motter

    cond-mat.dis-nnmath.OCnlin.AOarXiv:1307.0015v12013

  53. The Step Decay Schedule: A Near Optimal, Geometrically Decaying Learning Rate Procedure For Least Squares

    Rong Ge, Sham M. Kakade, Rahul Kidambi +1

    cs.LGmath.OCstat.MLarXiv:1904.12838v22019

  54. Randomized Sketches of Convex Programs with Sharp Guarantees

    Mert Pilanci, Martin J. Wainwright

    cs.ITcs.DSmath.OCarXiv:1404.7203v12014

  55. Pinching-Antenna Systems (PASS): Power Radiation Model and Optimal Beamforming Design

    Xiaoxia Xu, Xidong Mu, Zhaolin Wang +2

    eess.SPeess.SYmath.OCarXiv:2505.00218v22025

  56. Partially Observed Markov Decision Processes. Problem Sets and Internet Supplement

    Vikram Krishnamurthy

    math.OCarXiv:1604.08127v12016

  57. An inertial forward-backward-forward primal-dual splitting algorithm for solving monotone inclusion problems

    Radu Ioan Bot, Ernö Robert Csetnek

    math.OCmath.FAarXiv:1402.5291v12014

  58. Black-Box Reductions for Parameter-free Online Learning in Banach Spaces

    Ashok Cutkosky, Francesco Orabona

    cs.LGmath.OCstat.MLarXiv:1802.06293v22018

  59. Algorithms for Overcoming the Curse of Dimensionality for Certain Hamilton-Jacobi Equations Arising in Control Theory and Elsewhere

    Jérôme Darbon, Stanley Osher

    math.OCarXiv:1605.01799v12016

  60. Extremum Seeking Control: Three Revolutions and the Road Ahead

    Tiago Roux Oliveira

    math.OCeess.SYarXiv:2609.00484v12026