conftrace_

online gradient descent

39 papers

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Also known as

OGD

Co-occurring keywords

regret bound (1926) online learning (1777) convex optimization (1321) dynamic regret (94) online convex optimization (165) regret minimization (315) kernel methods (1097) gradient descent (1144) random fourier feature (59) pairwise learning (31)

Papers

Projection Free Online Learning over Smooth Sets AISTATS 2019
Online Forecasting of Total-Variation-bounded Sequences NIPS 2019
Logarithmic Regret for Online Control NIPS 2019
Logarithmic Regret for Online Gradient Descent Beyond Strong Convexity AISTATS 2019
Learning in Games with Lossy Feedback NIPS 2018
Adaptive Online Learning in Dynamic Environments NIPS 2018
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018
The Many Faces of Exponential Weights in Online Learning COLT 2018
Multi-objective Bandits: Optimizing the Generalized Gini Index ICML 2017
Large Scale Online Kernel Learning JMLR 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016
Online Learning with Adversarial Delays NIPS 2015
Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning NIPS 2014
Adaptive Online Gradient Descent NIPS 2007