A closer look at temporal variability in dynamic online learning

15 February 2021

Papers citing "A closer look at temporal variability in dynamic online learning"

11 / 11 papers shown

Title
Temporal Variability in Implicit Online Learning Nicolò Campolongo Francesco Orabona 60 27 0 12 Jun 2020
Inexact Online Proximal-gradient Method for Time-varying Convex Optimization Amirhossein Ajalloeian T. Huynh Heng Luo 27 22 0 04 Oct 2019
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 50 184 0 25 Oct 2018
Fully Implicit Online Learning Chaobing Song Ji Liu Han Liu Yong Jiang Tong Zhang FedML 152 8 0 25 Sep 2018
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient Tianbao Yang Lijun Zhang Rong Jin Jinfeng Yi 48 155 0 16 May 2016
Scale-Free Online Learning Francesco Orabona D. Pál 46 103 0 08 Jan 2016
Strongly Adaptive Online Learning Amit Daniely Alon Gonen Shai Shalev-Shwartz ODL 150 178 0 25 Feb 2015
A Second-order Bound with Excess Losses Pierre Gaillard Gilles Stoltz T. Erven 61 152 0 10 Feb 2014
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 157 431 0 20 Jul 2013
Dynamical Models and Tracking Regret in Online Convex Programming Eric C. Hall Rebecca Willett 80 115 0 07 Jan 2013
Mirror Descent Meets Fixed Share (and feels no regret) Nicolò Cesa-Bianchi Pierre Gaillard Gabor Lugosi Gilles Stoltz 178 98 0 15 Feb 2012