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Online Forecasting of Total-Variation-bounded Sequences

8 June 2019

Papers citing "Online Forecasting of Total-Variation-bounded Sequences"

33 / 33 papers shown

Title
Adaptive Estimation and Learning under Temporal Distribution Shift Dheeraj Baby Yifei Tang Hieu Duy Nguyen Yu Wang Rohit Pyati OOD AI4TS 72 0 0 21 May 2025
An Equivalence Between Static and Dynamic Regret Minimization Andrew Jacobsen Francesco Orabona 102 4 0 03 Jun 2024
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms Dheeraj Baby Saurabh Garg Tzu-Ching Yen Sivaraman Balakrishnan Zachary Chase Lipton Yu Wang 71 8 0 31 May 2023
Non-stationary Online Convex Optimization with Arbitrary Delays Yuanyu Wan Chang Yao Min-Gyoo Song Lijun Zhang 96 3 0 20 May 2023
Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees Yibo Wang Wenhao Yang Wei Jiang Shiyin Lu Bing Wang Haihong Tang Yuanyu Wan Lijun Zhang 116 7 0 19 May 2023
Revisiting Weighted Strategy for Non-stationary Parametric Bandits Jing Wang Peng Zhao Zhihong Zhou 47 6 0 05 Mar 2023
Universal Online Optimization in Dynamic Environments via Uniclass Prediction Arnold Salas 75 0 0 13 Feb 2023
Improved Dynamic Regret for Online Frank-Wolfe Yuanyu Wan Lijun Zhang Mingli Song 89 11 0 11 Feb 2023
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation Yu Zhang Zhenyu Zhang Peng Zhao Masashi Sugiyama OOD 83 13 0 06 Feb 2023
Nonparametric Density Estimation under Distribution Drift Alessio Mazzetto E. Upfal 77 3 0 05 Feb 2023
Unconstrained Dynamic Regret via Sparse Coding Zhiyu Zhang Ashok Cutkosky I. Paschalidis 139 9 0 31 Jan 2023
Optimistically Tempered Online Learning Maxime Haddouche Olivier Wintenberger Benjamin Guedj OnRL 78 1 0 18 Jan 2023
Functional estimation and change detection for nonstationary time series Fabian Mies 20 7 0 01 Dec 2022
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi Zhou OffRL 101 17 0 26 Aug 2022
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods Davoud Ataee Tarzanagh Parvin Nazari Bojian Hou Li Shen Laura Balzano 148 12 0 06 Jul 2022
Adapting to Online Label Shift with Provable Guarantees Yong Bai Yu Zhang Peng Zhao Masashi Sugiyama Zhi Zhou OOD 91 27 0 05 Jul 2022
Optimal Dynamic Regret in LQR Control Dheeraj Baby Yu Wang 67 17 0 18 Jun 2022
Second Order Path Variationals in Non-Stationary Online Learning Dheeraj Baby Yu Wang 113 5 0 04 May 2022
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? Kaiqi Zhang Yu Wang 118 12 0 20 Apr 2022
Spatially Adaptive Online Prediction of Piecewise Regular Functions S. Chatterjee Subhajit Goswami OffRL 70 1 0 30 Mar 2022
Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits Heyang Zhao Dongruo Zhou Jiafan He Quanquan Gu 115 2 0 28 Feb 2022
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond Dheeraj Baby Yu Wang 95 28 0 21 Jan 2022
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization Peng Zhao Yu Zhang Lijun Zhang Zhi Zhou 120 50 0 29 Dec 2021
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu Wang 109 46 0 23 Apr 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu Wang Zhi Zhou 77 48 0 07 Feb 2021
An Optimal Reduction of TV-Denoising to Adaptive Online Learning Dheeraj Baby Xuandong Zhao Yu Wang 92 12 0 23 Jan 2021
Non-stationary Online Regression Anant Raj Pierre Gaillard Christophe Saad AI4TS 73 7 0 13 Nov 2020
Adaptive Online Estimation of Piecewise Polynomial Trends Dheeraj Baby Yu Wang 75 13 0 30 Sep 2020
Dynamic Regret of Convex and Smooth Functions Peng Zhao Yu Zhang Lijun Zhang Zhi Zhou 104 105 0 07 Jul 2020
Temporal Variability in Implicit Online Learning Nicolò Campolongo Francesco Orabona 94 27 0 12 Jun 2020
Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization Abhishek Roy Yifang Chen Krishnakumar Balasubramanian P. Mohapatra 92 25 0 03 Dec 2019
Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization Abhishek Roy Krishnakumar Balasubramanian Saeed Ghadimi P. Mohapatra OffRL 69 15 0 31 Jul 2019
Bandit Convex Optimization in Non-stationary Environments Peng Zhao G. Wang Lijun Zhang Zhi Zhou 112 44 0 29 Jul 2019