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online learning

1770 papers

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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

Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022
Fourier Learning with Cyclical Data ICML 2022
Stochastic Rising Bandits ICML 2022
Data sampling affects the complexity of online SGD over dependent data UAI 2022
Nonstochastic Bandits with Composite Anonymous Feedback JMLR 2022
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints ICML 2022
Online-Updated High-Order Collaborative Networks for Single Image Deraining AAAI 2022
Revisiting Online Submodular Minimization: Gap-Dependent Regret Bounds, Best of Both Worlds and Adversarial Robustness ICML 2022
ActiveHedge: Hedge meets Active Learning ICML 2022
Cooperative Online Learning in Stochastic and Adversarial MDPs ICML 2022
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits ICML 2022
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022
Breaking the $\sqrtT$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits ICML 2022
Universal and data-adaptive algorithms for model selection in linear contextual bandits ICML 2022
Online Learning of Open-set Speaker Identification by Active User-registration INTERSPEECH 2022
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification AAAI 2022
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation WACV 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation MIDL 2022
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
Uncoupled Learning Dynamics with $O(\log T)$ Swap Regret in Multiplayer Games NIPS 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
Online Learning for Min Sum Set Cover and Pandora’s Box ICML 2022
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency AAAI 2022
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022