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Introduction to Online Convex Optimization

7 September 2019

Papers citing "Introduction to Online Convex Optimization"

42 / 42 papers shown

Title
Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval Wenhao Yang Sifan Yang Lijun Zhang 50 0 0 26 May 2025
$Improved and Oracle-Efficient Online $\ell_1$-Multicalibration$ Improved and Oracle-Efficient Online $\ell_1$ -Multicalibration Rohan Ghuge Vidya Muthukumar Sahil Singla 140 0 0 23 May 2025
Mirror Online Conformal Prediction with Intermittent Feedback Bowen Wang Matteo Zecchin Osvaldo Simeone CLL 197 1 0 13 Mar 2025
Steering No-Regret Agents in MFGs under Model Uncertainty Leo Widmer Jiawei Huang Niao He LLMSV 116 1 0 12 Mar 2025
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs Zhaowei Zhang Fengshuo Bai Qizhi Chen Chengdong Ma Mingzhi Wang Haoran Sun Zilong Zheng Yaodong Yang 131 5 0 26 Feb 2025
Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context Jianyu Xu Qiuzhuang Sun Yang Yang Huadong Mo Daoyi Dong 217 0 0 24 Feb 2025
An Enhanced Zeroth-Order Stochastic Frank-Wolfe Framework for Constrained Finite-Sum Optimization Haishan Ye Yinghui Huang Hao Di Xiangyu Chang 126 0 0 13 Jan 2025
Online Algorithm for Aggregating Experts' Predictions with Unbounded Quadratic Loss Alexander Korotin V. Výugin Evgeny Burnaev 89 1 0 11 Jan 2025
Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint Juncheng Wang Bingjie Yan Yituo Liu 236 0 0 14 Dec 2024
Soft Condorcet Optimization for Ranking of General Agents Marc Lanctot Kate Larson Michael Kaisers Quentin Berthet I. Gemp Manfred Diaz Roberto-Rafael Maura-Rivero Yoram Bachrach Anna Koop Doina Precup 227 0 0 31 Oct 2024
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 127 0 0 29 Oct 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models Jinghan Jia Jiancheng Liu Yihua Zhang Parikshit Ram Nathalie Baracaldo Sijia Liu MU 139 8 0 23 Oct 2024
The Benefit of Being Bayesian in Online Conformal Prediction Zhiyu Zhang Zhou Lu Heng Yang 158 3 0 03 Oct 2024
Optimism in the Face of Ambiguity Principle for Multi-Armed Bandits Mengmeng Li Daniel Kuhn Bahar Taşkesen 100 0 0 30 Sep 2024
Faster Acceleration for Steepest Descent Site Bai Brian Bullins ODL 77 1 0 28 Sep 2024
Online Optimization for Learning to Communicate over Time-Correlated Channels Zheshun Wu Junfan Li Zenglin Xu Sumei Sun Jie Liu 87 0 0 01 Sep 2024
Infrequent Resolving Algorithm for Online Linear Programming Guokai Li Yuan Wang Mingjie Li 75 1 0 01 Aug 2024
CONGO: Compressive Online Gradient Optimization Jeremy Carleton Prathik Vijaykumar Divyanshu Saxena Dheeraj Narasimha Srinivas Shakkottai Aditya Akella 85 0 0 08 Jul 2024
Simultaneous System Identification and Model Predictive Control with No Dynamic Regret Hongyu Zhou Vasileios Tzoumas 136 4 0 04 Jul 2024
Private Online Learning via Lazy Algorithms Hilal Asi Tomer Koren Daogao Liu Kunal Talwar 183 1 0 05 Jun 2024
A fast algorithm to minimize prediction loss of the optimal solution in inverse optimization problem of MILP Akira Kitaoka 78 0 0 23 May 2024
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi Zhou 95 22 0 16 Sep 2023
SLowcal-SGD: Slow Query Points Improve Local-SGD for Stochastic Convex Optimization Kfir Y. Levy Kfir Y. Levy FedML 88 3 0 09 Apr 2023
Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback Boxin Zhao Lingxiao Wang Mladen Kolar Ziqi Liu Qing Cui Jun Zhou Chaochao Chen FedML 116 11 0 28 Dec 2021
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning Sijia Liu Pin-Yu Chen B. Kailkhura Gaoyuan Zhang A. Hero III P. Varshney 72 235 0 11 Jun 2020
Simultaneously Learning Stochastic and Adversarial Episodic MDPs with Known Transition Tiancheng Jin Haipeng Luo 80 57 0 10 Jun 2020
Adaptive Sampling for Stochastic Risk-Averse Learning Sebastian Curi Kfir Y. Levy Stefanie Jegelka Andreas Krause 118 54 0 28 Oct 2019
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium Gabriele Farina Chun Kai Ling Fei Fang Tuomas Sandholm 51 15 0 28 Oct 2019
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 80 89 0 21 May 2017
Optimal Black-Box Reductions Between Optimization Objectives Zeyuan Allen-Zhu Elad Hazan 86 96 0 17 Mar 2016
Online Linear Optimization via Smoothing Jacob D. Abernethy Chansoo Lee Abhinav Sinha Ambuj Tewari 128 78 0 23 May 2014
Relative Loss Bounds for On-line Density Estimation with the Exponential Family of Distributions Katy S. Azoury Manfred K. Warmuth 162 324 0 23 Jan 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 160 576 0 08 Dec 2012
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 138 366 0 19 Jul 2012
Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret R. Arora O. Dekel Ambuj Tewari OffRL 91 196 0 27 Jun 2012
Projection-free Online Learning Elad Hazan Satyen Kale 107 248 0 18 Jun 2012
On the Equivalence between Herding and Conditional Gradient Algorithms Francis R. Bach Simon Lacoste-Julien G. Obozinski 182 169 0 20 Mar 2012
Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin Ohad Shamir Karthik Sridharan 171 768 0 26 Sep 2011
Large-Scale Convex Minimization with a Low-Rank Constraint Shai Shalev-Shwartz Alon Gonen Ohad Shamir 91 160 0 08 Jun 2011
Sublinear Optimization for Machine Learning K. Clarkson Elad Hazan David P. Woodruff 84 139 0 21 Oct 2010
Adaptive Bound Optimization for Online Convex Optimization H. B. McMahan Matthew J. Streeter ODL 107 391 0 26 Feb 2010
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm Ruslan Salakhutdinov Nathan Srebro 158 235 0 14 Feb 2010