Adaptive Regret of Convex and Smooth Functions

Adaptive Regret of Convex and Smooth Functions

26 April 2019

Papers citing "Adaptive Regret of Convex and Smooth Functions"

11 / 11 papers shown

Title
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi-Hua Zhou 44 19 0 16 Sep 2023
Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression Junfan Li Shizhong Liao 19 0 0 14 Jun 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 24 6 0 19 May 2023
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods Davoud Ataee Tarzanagh Parvin Nazari Bojian Hou Li Shen Laura Balzano 44 10 0 06 Jul 2022
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor Lijun Zhang Wei Jiang Jinfeng Yi Tianbao Yang 20 6 0 02 May 2022
Adaptive Gradient Methods with Local Guarantees Zhou Lu Wenhan Xia Sanjeev Arora Elad Hazan ODL 22 9 0 02 Mar 2022
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits Haipeng Luo Mengxiao Zhang Peng Zhao Zhi-Hua Zhou 26 17 0 12 Feb 2022
Near-Linear Time Algorithm with Near-Logarithmic Regret Per Switch for Mixable/Exp-Concave Losses Kaan Gokcesu Hakan Gokcesu 15 1 0 28 Sep 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 14 46 0 09 Jun 2021
Adaptive Regret for Control of Time-Varying Dynamics Paula Gradu Elad Hazan Edgar Minasyan 32 47 0 08 Jul 2020
Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions Lijun Zhang G. Wang Wei-Wei Tu Zhi-Hua Zhou ODL 15 18 0 26 Jun 2019