"online optimization" Papers

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Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers

Qi Deng, Shuaicheng Niu, Ronghao Zhang et al.

AAAI 2025paperarXiv:2412.16901

Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting

Sifan Yang, Yuanyu Wan, Lijun Zhang

AAAI 2025paperarXiv:2508.00523

Online Optimization for Offline Safe Reinforcement Learning

Yassine Chemingui, Aryan Deshwal, Alan Fern et al.

NEURIPS 2025arXiv:2510.22027

Online Two-Stage Submodular Maximization

Iasonas Nikolaou, Miltiadis Stouras, Stratis Ioannidis et al.

NEURIPS 2025arXiv:2510.19480

Uniform Wrappers: Bridging Concave to Quadratizable Functions in Online Optimization

Mohammad Pedramfar, Christopher Quinn, Vaneet Aggarwal

Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search

Yang Li, Jiale Ma, Wenzheng Pan et al.

EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence

Chung-Yiu Yau, Hoi To Wai, Parameswaran Raman et al.

ICML 2024arXiv:2404.10575

Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization

Liang Dai, Kejie Lyu, Chengcheng Zhang et al.

AAAI 2024paperarXiv:2312.06174

Quantum Algorithm for Online Exp-concave Optimization

Jianhao He, Chengchang Liu, Xutong Liu et al.

ICML 2024arXiv:2410.19688