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🌐: https://arxiv.org/list/math.OC/new
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Title: Online Convex Optimization with Heavy Tails: Old Algorithms, New Regrets, and Applications
Authors: Zijian Liu
Read more: https://arxiv.org/abs/2508.07473
Title: Online Convex Optimization with Heavy Tails: Old Algorithms, New Regrets, and Applications
Authors: Zijian Liu
Read more: https://arxiv.org/abs/2508.07473
Title: Sampling from Gaussian Processes: A Tutorial and Applications in Global Sensitivity Analysis and Optimization
Authors: Bach Do, Nafeezat A. Ajenifuja, Taiwo A. Adebiyi, Ruda Zhang
Read more: https://arxiv.org/abs/2507.14746
Title: Sampling from Gaussian Processes: A Tutorial and Applications in Global Sensitivity Analysis and Optimization
Authors: Bach Do, Nafeezat A. Ajenifuja, Taiwo A. Adebiyi, Ruda Zhang
Read more: https://arxiv.org/abs/2507.14746
Title: Some remarks on stochastic converse Lyapunov theorems
Authors: Pavel Osinenko, Grigory Yaremenko
Read more: https://arxiv.org/abs/2506.06053
Title: Some remarks on stochastic converse Lyapunov theorems
Authors: Pavel Osinenko, Grigory Yaremenko
Read more: https://arxiv.org/abs/2506.06053
Title: Algorithms for Nonlinear Mixed-Integer Location Estimation
Authors: Ophir Uziel, Efi Fogel, Dan Halperin, Sivan Toledo
Read more: https://arxiv.org/abs/2505.12980
Title: Algorithms for Nonlinear Mixed-Integer Location Estimation
Authors: Ophir Uziel, Efi Fogel, Dan Halperin, Sivan Toledo
Read more: https://arxiv.org/abs/2505.12980
Title: A Particle Algorithm for Mean-Field Variational Inference
Authors: Qiang Du, Kaizheng Wang, Edith Zhang, Chenyang Zhong
Read more: https://arxiv.org/abs/2412.20385
Title: A Particle Algorithm for Mean-Field Variational Inference
Authors: Qiang Du, Kaizheng Wang, Edith Zhang, Chenyang Zhong
Read more: https://arxiv.org/abs/2412.20385
Title: Lagrangian Index Policy for Restless Bandits with Average Reward
Authors: Konstantin Avrachenkov, Vivek S. Borkar, Pratik Shah
Read more: https://arxiv.org/abs/2412.12641
Title: Lagrangian Index Policy for Restless Bandits with Average Reward
Authors: Konstantin Avrachenkov, Vivek S. Borkar, Pratik Shah
Read more: https://arxiv.org/abs/2412.12641
Title: The Oracle Complexity of Simplex-based Matrix Games: Linear Separability and Nash Equilibria
Authors: Guy Kornowski, Ohad Shamir
Read more: https://arxiv.org/abs/2412.06990
Title: The Oracle Complexity of Simplex-based Matrix Games: Linear Separability and Nash Equilibria
Authors: Guy Kornowski, Ohad Shamir
Read more: https://arxiv.org/abs/2412.06990
Title: Multi-fidelity Bayesian Optimization: A Review
Authors: Bach Do, Ruda Zhang
Read more: https://arxiv.org/abs/2311.13050
Title: Multi-fidelity Bayesian Optimization: A Review
Authors: Bach Do, Ruda Zhang
Read more: https://arxiv.org/abs/2311.13050
Title: The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
Authors: Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma
Read more: https://arxiv.org/abs/2302.01186
Title: The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
Authors: Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma
Read more: https://arxiv.org/abs/2302.01186
Title: Contingency Model-based Control (CMC) for Communicationless Cooperative Collision Avoidance in Robot Swarms
Authors: Georg Schildbach
Read more: https://arxiv.org/abs/2512.20391
Title: Contingency Model-based Control (CMC) for Communicationless Cooperative Collision Avoidance in Robot Swarms
Authors: Georg Schildbach
Read more: https://arxiv.org/abs/2512.20391
Title: Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming
Authors: Ningwei Bai, Chi Pui Chan, Qichen Yin, Tengyang Gong, Yunda Yan, Zezhi Tang
Read more: https://arxiv.org/abs/2512.15735
Title: Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming
Authors: Ningwei Bai, Chi Pui Chan, Qichen Yin, Tengyang Gong, Yunda Yan, Zezhi Tang
Read more: https://arxiv.org/abs/2512.15735
Title: Towards Real Time Control of Water Engineering with Nonlinear Hyperbolic Partial Differential Equations
Authors: Fabio DiFonzo, Michael Holst, Morteza Kimiaei, Vyacheslav Kungurtsev, Songqiang Qiu
Read more: https://arxiv.org/abs/2512.14387
Title: Towards Real Time Control of Water Engineering with Nonlinear Hyperbolic Partial Differential Equations
Authors: Fabio DiFonzo, Michael Holst, Morteza Kimiaei, Vyacheslav Kungurtsev, Songqiang Qiu
Read more: https://arxiv.org/abs/2512.14387
Title: Avoidance of non-strict saddle points by blow-up
Authors: El Mehdi Achour, Umberto L. Hryniewicz, Michael Westdickenberg
Read more: https://arxiv.org/abs/2511.23268
Title: Avoidance of non-strict saddle points by blow-up
Authors: El Mehdi Achour, Umberto L. Hryniewicz, Michael Westdickenberg
Read more: https://arxiv.org/abs/2511.23268
Title: Improving Directions in Mixed Integer Bilevel Linear Optimization
Authors: Federico Battista, Ted K. Ralphs
Read more: https://arxiv.org/abs/2511.03566
Title: Improving Directions in Mixed Integer Bilevel Linear Optimization
Authors: Federico Battista, Ted K. Ralphs
Read more: https://arxiv.org/abs/2511.03566
Title: Value of Multi-pursuer Single-evader Pursuit-evasion Game with Terminal Cost of Evader's Position: Relaxation of Convexity Condition
Authors: Weiwen Huang, Li Liang, Ningsheng Xu, Fang Deng
Read more: https://arxiv.org/abs/2510.27271
Title: Value of Multi-pursuer Single-evader Pursuit-evasion Game with Terminal Cost of Evader's Position: Relaxation of Convexity Condition
Authors: Weiwen Huang, Li Liang, Ningsheng Xu, Fang Deng
Read more: https://arxiv.org/abs/2510.27271
Title: Non-Attainment of Minima in Non-Polyhedral Conic Optimization: A Robust SOCP Example
Authors: Vinh Nguyen
Read more: https://arxiv.org/abs/2510.00318
Title: Non-Attainment of Minima in Non-Polyhedral Conic Optimization: A Robust SOCP Example
Authors: Vinh Nguyen
Read more: https://arxiv.org/abs/2510.00318
Title: Generic Frameworks for Distributed Functional Optimization and Learning over Time-Varying Networks
Authors: Zhan Yu, Zhongjie Shi, Deming Yuan, Daniel W. C. Ho
Read more: https://arxiv.org/abs/2509.17554
Title: Generic Frameworks for Distributed Functional Optimization and Learning over Time-Varying Networks
Authors: Zhan Yu, Zhongjie Shi, Deming Yuan, Daniel W. C. Ho
Read more: https://arxiv.org/abs/2509.17554
Title: Optimization over Trained (and Sparse) Neural Networks: A Surrogate within a Surrogate
Authors: Hung Pham, Aiden Ren, Ibrahim Tahir, Jiatai Tong, Thiago Serra
Read more: https://arxiv.org/abs/2505.01985
Title: Optimization over Trained (and Sparse) Neural Networks: A Surrogate within a Surrogate
Authors: Hung Pham, Aiden Ren, Ibrahim Tahir, Jiatai Tong, Thiago Serra
Read more: https://arxiv.org/abs/2505.01985
Title: Representation Theorems for Convex Expectations and Semigroups on Path Space
Authors: David Criens, Michael Kupper
Read more: https://arxiv.org/abs/2503.10572
Title: Representation Theorems for Convex Expectations and Semigroups on Path Space
Authors: David Criens, Michael Kupper
Read more: https://arxiv.org/abs/2503.10572
Title: Reachability for multiagent control systems via Lyapunov functions
Authors: Giulia Cavagnari, Marc Quincampoix
Read more: https://arxiv.org/abs/2503.09179
Title: Reachability for multiagent control systems via Lyapunov functions
Authors: Giulia Cavagnari, Marc Quincampoix
Read more: https://arxiv.org/abs/2503.09179
Title: Constrained Reinforcement Learning for the Dynamic Inventory Routing Problem under Stochastic Supply and Demand
Authors: Umur Hasturk, Albert H. Schrotenboer, Kees Jan Roodbergen, Evrim Ursavas
Read more: https://arxiv.org/abs/2503.05276
Title: Constrained Reinforcement Learning for the Dynamic Inventory Routing Problem under Stochastic Supply and Demand
Authors: Umur Hasturk, Albert H. Schrotenboer, Kees Jan Roodbergen, Evrim Ursavas
Read more: https://arxiv.org/abs/2503.05276
Title: A Gauge Set Framework for Flexible Robustness Design
Authors: Ningji Wei, Xian Yu, Peter Zhang
Read more: https://arxiv.org/abs/2501.14989
Title: A Gauge Set Framework for Flexible Robustness Design
Authors: Ningji Wei, Xian Yu, Peter Zhang
Read more: https://arxiv.org/abs/2501.14989
Title: Fej\'er* monotonicity in optimization algorithms
Authors: Roger Behling, Yunier Bello-Cruz, Alfredo Noel Iusem, Ademir Alves Ribeiro, Luiz-Rafael Santos
Read more: https://arxiv.org/abs/2410.08331
Title: Fej\'er* monotonicity in optimization algorithms
Authors: Roger Behling, Yunier Bello-Cruz, Alfredo Noel Iusem, Ademir Alves Ribeiro, Luiz-Rafael Santos
Read more: https://arxiv.org/abs/2410.08331
Title: Approximate Controllability of Linear Fractional Impulsive Evolution Equations in Hilbert Spaces
Authors: Javad A. Asadzade, Nazim I. Mahmudov
Read more: https://arxiv.org/abs/2406.15114
Title: Approximate Controllability of Linear Fractional Impulsive Evolution Equations in Hilbert Spaces
Authors: Javad A. Asadzade, Nazim I. Mahmudov
Read more: https://arxiv.org/abs/2406.15114
Title: A Rank-Dependent Theory for Decision under Risk and Ambiguity
Authors: Roger J. A. Laeven, Mitja Stadje
Read more: https://arxiv.org/abs/2312.05977
Title: A Rank-Dependent Theory for Decision under Risk and Ambiguity
Authors: Roger J. A. Laeven, Mitja Stadje
Read more: https://arxiv.org/abs/2312.05977