Revisiting Smoothed Online Learning

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Revisiting Smoothed Online Learning

13 February 2021

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Papers citing "Revisiting Smoothed Online Learning"

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Title
Hybrid Real- and Complex-valued Neural Network Architecture Alex Young L. V. Fiorio Bo Yang B. Karanov Wim J. van Houtum Ronald M. Aarts 81 0 0 04 Apr 2025
Capacity Provisioning Motivated Online Non-Convex Optimization Problem with Memory and Switching Cost Rahul Vaze Jayakrishnan Nair 28 1 0 26 Mar 2024
Learning-Augmented Algorithms with Explicit Predictors Marek Elias Haim Kaplan Yishay Mansour Shay Moran 91 3 0 12 Mar 2024
Chasing Convex Functions with Long-term Constraints Adam Lechowicz Nicolas H. Christianson Bo Sun Noman Bashir Mohammad Hajiesmaili Adam Wierman Prashant J. Shenoy 56 3 0 21 Feb 2024
Best of Both Worlds Guarantees for Smoothed Online Quadratic Optimization Neelkamal Bhuyan Debankur Mukherjee Adam Wierman 70 1 0 31 Oct 2023
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren 74 4 0 31 Oct 2023
Online Convex Optimization with Switching Cost and Delayed Gradients Spandan Senapati Rahul Vaze 123 2 0 18 Oct 2023
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi Zhou 126 22 0 16 Sep 2023
Robustified Learning for Online Optimization with Memory Costs Pengfei Li Jianyi Yang Shaolei Ren OffRL 68 6 0 01 May 2023
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation Yu Zhang Zhenyu Zhang Peng Zhao Masashi Sugiyama OOD 85 13 0 06 Feb 2023
Adapting to Online Label Shift with Provable Guarantees Yong Bai Yu Zhang Peng Zhao Masashi Sugiyama Zhi Zhou OOD 95 27 0 05 Jul 2022
Optimal Comparator Adaptive Online Learning with Switching Cost Zhiyu Zhang Ashok Cutkosky I. Paschalidis 65 4 0 13 May 2022
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor Lijun Zhang Wei Jiang Jinfeng Yi Tianbao Yang 92 7 0 02 May 2022
Expert-Calibrated Learning for Online Optimization with Switching Costs Pengfei Li Jianyi Yang Shaolei Ren 79 12 0 18 Apr 2022
Smoothed Online Optimization with Unreliable Predictions Daan Rutten Nicolas H. Christianson Debankur Mukherjee Adam Wierman 80 18 0 07 Feb 2022
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization Peng Zhao Yu Zhang Lijun Zhang Zhi Zhou 122 50 0 29 Dec 2021
Online Convex Optimization with Continuous Switching Constraint Guanghui Wang Yuanyu Wan Tianbao Yang Lijun Zhang 69 10 0 21 Mar 2021