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Online Learning

1,084 papers

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Papers

Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition NIPS 2024
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NIPS 2024
Online Classification with Predictions NIPS 2024
Initializing Services in Interactive ML Systems for Diverse Users NIPS 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning NIPS 2024
Active, anytime-valid risk controlling prediction sets NIPS 2024
Multiclass Transductive Online Learning NIPS 2024
Online Consistency of the Nearest Neighbor Rule NIPS 2024
Real-Time Selection Under General Constraints via Predictive Inference NIPS 2024
Worst-Case Offline Reinforcement Learning with Arbitrary Data Support NIPS 2024
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NIPS 2024
Queueing Matching Bandits with Preference Feedback NIPS 2024
The Limits of Differential Privacy in Online Learning NIPS 2024
Smoothed Online Classification can be Harder than Batch Classification NIPS 2024
Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning NIPS 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective NIPS 2024
Oja's Algorithm for Streaming Sparse PCA NIPS 2024
Online Bayesian Persuasion Without a Clue NIPS 2024
Contracting with a Learning Agent NIPS 2024
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit NIPS 2024
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously NIPS 2024
Learning from Snapshots of Discrete and Continuous Data Streams NIPS 2024
Bandits with Ranking Feedback NIPS 2024
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation NIPS 2024