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budgeted learning

13 papers

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Co-occurring keywords

active learning (1295) budget constraint (57) online learning (1770) semi-supervised learning (2331) stochastic gradient descent (1088) diagnosis time (1) induction time (1) real-time diagnosis (1) information acquisition (12) diagnostic reasoning (16)

Papers

Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026
Box-Level Active Detection CVPR 2023
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets ICML 2022
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Budgeted Heterogeneous Treatment Effect Estimation ICML 2021
Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018
Nonparametric Budgeted Stochastic Gradient Descent AISTATS 2016
Attribute Efficient Linear Regression with Distribution-Dependent Sampling ICML 2015
An LP for Sequential Learning Under Budgets AISTATS 2014
Supervised Sequential Classification Under Budget Constraints AISTATS 2013
BudgetedSVM: A Toolbox for Scalable SVM Approximations JMLR 2013
Efficient Learning with Partially Observed Attributes JMLR 2011
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NIPS 2009