← 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

Online Learning for Unknown Partially Observable MDPs AISTATS 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022
DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022
Online Apprenticeship Learning AAAI 2022
Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory AISTATS 2022
Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data AAAI 2022
Complete Policy Regret Bounds for Tallying Bandits COLT 2022
Adaptive Oracle-Efficient Online Learning NIPS 2022
On the equivalence of Oja’s algorithm and GROUSE AISTATS 2022
Optimal Comparator Adaptive Online Learning with Switching Cost NIPS 2022
Open Problem: Do you pay for Privacy in Online learning? COLT 2022
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NIPS 2022
Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms AAAI 2022
Shrub Ensembles for Online Classification AAAI 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
Online Missing Value Imputation and Change Point Detection with the Gaussian Copula AAAI 2022
Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization AAAI 2022
FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers ICML 2022
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments AAAI 2022
Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles AAAI 2022
Learning to Communicate Effectively Between Battery-free Devices NSDI 2022
DayDreamer: World Models for Physical Robot Learning CORL 2022
Dynamic Learning in Large Matching Markets NIPS 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022