← Keywords

online learning

1770 papers

Explore in graph

Also known as

OLO OL

Co-occurring keywords

regret bound (1918) multi-armed bandit (1091) stochastic optimization (1060) regret minimization (315) contextual bandit (379) reinforcement learning (4122) online algorithm (444) convex optimization (1320) adversarial learning (1592) continual learning (1164)

Papers

Accelerated Gradient Methods for Stochastic Optimization and Online Learning NIPS 2009
Online Learning with Samples Drawn from Non-identical Distributions JMLR 2009
Efficient Online and Batch Learning Using Forward Backward Splitting JMLR 2009
Multiple Incremental Decremental Learning of Support Vector Machines NIPS 2009
An Online Algorithm for Large Scale Image Similarity Learning NIPS 2009
DUOL: A Double Updating Approach for Online Learning NIPS 2009
A Parameter-free Hedging Algorithm NIPS 2009
Efficient Learning using Forward-Backward Splitting NIPS 2009
Adapting to the Shifting Intent of Search Queries NIPS 2009
On Learning Rotations NIPS 2009
Periodic Step Size Adaptation for Single Pass On-line Learning NIPS 2009
Adaptive Regularization of Weight Vectors NIPS 2009
Regularized Distance Metric Learning:Theory and Algorithm NIPS 2009
Slow Learners are Fast NIPS 2009
Online Learning of Complex Prediction Problems Using Simultaneous Projections JMLR 2008
Sparse Online Learning via Truncated Gradient NIPS 2008
From Online to Batch Learning with Cutoff-Averaging NIPS 2008
An interior-point stochastic approximation method and an L1-regularized delta rule NIPS 2008
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization NIPS 2008
Exact Convex Confidence-Weighted Learning NIPS 2008
Randomized Online PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension JMLR 2008
An Homotopy Algorithm for the Lasso with Online Observations NIPS 2008
A Tutorial on Conformal Prediction JMLR 2008
Local Gaussian Process Regression for Real Time Online Model Learning NIPS 2008
Online Prediction on Large Diameter Graphs NIPS 2008