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online classification

22 papers

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Co-occurring keywords · papers mentioning both

online learning (13) mistake bound (6) regret bound (5) littlestone dimension (3) binary classification (3) multi-class classification (2) false positive rate (2) partial feedback (2) multi-armed bandit (2) kernel methods (2)

Papers

Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis ACL 2025 Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024 Fast Co-Training under Weak Dependence via Stream-Based Active Learning ICML 2024 Information-theoretic Limits of Online Classification with Noisy Labels NeurIPS 2024 Online Classification with Predictions NeurIPS 2024 Smoothed Online Classification can be Harder than Batch Classification NeurIPS 2024 Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification NeurIPS 2024 Black-Box Differential Privacy for Interactive ML NeurIPS 2023 List Online Classification COLT 2023 Self-Directed Linear Classification COLT 2023 Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts ICML 2023 Shrub Ensembles for Online Classification AAAI 2022 Littlestone Classes are Privately Online Learnable NeurIPS 2021 Equal Opportunity in Online Classification with Partial Feedback NeurIPS 2019 The price of bandit information in multiclass online classification COLT 2013 Nonlinear Online Classification Algorithm with Probability Margin ACML 2011 Linear Algorithms for Online Multitask Classification JMLR 2010 New Adaptive Algorithms for Online Classification NeurIPS 2010 Online Classification with Specificity Constraints NeurIPS 2010 Aggregating Classification Accuracy across Time: Application to Single Trial EEG NeurIPS 2006 Online Classification for Complex Problems Using Simultaneous Projections NeurIPS 2006 A Universal Well-Calibrated Algorithm for On-line Classification JMLR 2004