conftrace_

online classification

20 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) mistake bound (52) kernel methods (1097) multiclass classification (181) false positive rate (44) multi-armed bandit (1098) littlestone dimension (24) classification (39) binary classification (678)

Papers

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