Online Convex Optimization with Stochastic Constraints

12 August 2017

Papers citing "Online Convex Optimization with Stochastic Constraints"

33 / 33 papers shown

Title
Constrained Online Decision-Making: A Unified Framework Haichen Hu David Simchi-Levi Navid Azizan 34 0 0 11 May 2025
Generative Auto-Bidding with Value-Guided Explorations Jingtong Gao Yewen Li Shuai Mao Peng Jiang Nan Jiang ... Fei Pan Peng Jiang Kun Gai Bo An Xiangyu Zhao OffRL 46 0 0 20 Apr 2025
A New Benchmark for Online Learning with Budget-Balancing Constraints M. Braverman Jingyi Liu Jieming Mao Jon Schneider Eric Xue 60 0 0 19 Mar 2025
Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Rahul Vaze Abhishek Sinha 42 0 0 08 Feb 2025
A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization Wei Liu Yangyang Xu 71 3 0 31 Jan 2025
Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint Juncheng Wang Bingjie Yan Yituo Liu 72 0 0 14 Dec 2024
Online Learning under Adversarial Nonlinear Constraints Pavel Kolev Georg Martius Michael Muehlebach 24 7 0 06 Jun 2023
Projection-Free Online Convex Optimization with Stochastic Constraints Duksang Lee Nam Ho-Nguyen Dabeen Lee 21 3 0 02 May 2023
Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems Ting-Jui Chang Sapana Chaudhary D. Kalathil Shahin Shahrampour 23 5 0 23 Feb 2023
Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization Zichong Li Pinzhuo Chen Sijia Liu Songtao Lu Yangyang Xu 35 17 0 19 Dec 2022
Online Convex Optimization with Long Term Constraints for Predictable Sequences Deepan Muthirayan Jianjun Yuan Pramod P. Khargonekar 16 5 0 30 Oct 2022
Doubly Fair Dynamic Pricing Jianyu Xu Dan Qiao Yu-Xiang Wang 31 8 0 23 Sep 2022
A Unifying Framework for Online Optimization with Long-Term Constraints Matteo Castiglioni A. Celli A. Marchesi Giulia Romano N. Gatti 23 34 0 15 Sep 2022
Online Bidding Algorithms for Return-on-Spend Constrained Advertisers Zhe Feng Swati Padmanabhan Di Wang 15 26 0 29 Aug 2022
Augmented Lagrangian Methods for Time-varying Constrained Online Convex Optimization Haoyang Liu X. Xiao Liwei Zhang 21 4 0 19 May 2022
Lazy Lagrangians with Predictions for Online Learning Daron Anderson Georgios Iosifidis D. Leith 30 6 0 08 Jan 2022
Fairness-Aware Online Meta-learning Chengli Zhao Feng Chen B. Thuraisingham FaML 37 34 0 21 Aug 2021
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints Xinlei Yi Xiuxian Li Tao Yang Lihua Xie Tianyou Chai Karl H. Johansson 19 46 0 09 Jun 2021
Delay-Tolerant Constrained OCO with Application to Network Resource Allocation Juncheng Wang B. Liang Min Dong G. Boudreau H. Abou-zeid 23 9 0 09 May 2021
Stochastic Compositional Gradient Descent under Compositional Constraints Srujan Teja Thomdapu Harsh Vardhan K. Rajawat 21 12 0 17 Dec 2020
Learning-NUM: Network Utility Maximization with Unknown Utility Functions and Queueing Delay Xinzhe Fu E. Modiano 18 18 0 16 Dec 2020
Gradient-Variation Bound for Online Convex Optimization with Constraints Shuang Qiu Xiaohan Wei Mladen Kolar 41 1 0 22 Jun 2020
Exploration-Exploitation in Constrained MDPs Yonathan Efroni Shie Mannor Matteo Pirotta 33 169 0 04 Mar 2020
Provably Efficient Safe Exploration via Primal-Dual Policy Optimization Dongsheng Ding Xiaohan Wei Zhuoran Yang Zhaoran Wang M. Jovanović 20 159 0 01 Mar 2020
Robust Online Learning for Resource Allocation -- Beyond Euclidean Projection and Dynamic Fit Ezra Tampubolon Holger Boche 18 2 0 21 Oct 2019
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds Xiaocheng Li Yinyu Ye 18 65 0 12 Sep 2019
Stochastic First-order Methods for Convex and Nonconvex Functional Constrained Optimization Digvijay Boob Qi Deng Guanghui Lan 52 92 0 07 Aug 2019
A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints Qihang Lin Selvaprabu Nadarajah Negar Soheili Tianbao Yang 27 13 0 07 Aug 2019
Optimal Convergence for Stochastic Optimization with Multiple Expectation Constraints Kinjal Basu Preetam Nandy 16 10 0 08 Jun 2019
Distributed Online Convex Optimization with Time-Varying Coupled Inequality Constraints Xinlei Yi Xiuxian Li Lihua Xie Karl H. Johansson 19 152 0 06 Mar 2019
Personalized Treatment Selection using Causal Heterogeneity Ye Tu Kinjal Basu Cyrus DiCiccio Jinyun Yan B. Tiwana Padmini Jaikumar S. Chatterjee CML 16 1 0 29 Jan 2019
The Online Saddle Point Problem and Online Convex Optimization with Knapsacks Adrian Rivera Cardoso He Wang Huan Xu 29 11 0 21 Jun 2018
$A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints$ A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints Hao Yu M. Neely 14 18 0 08 Apr 2016