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adaptive submodularity

11 papers

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Co-occurring keywords

active learning (1301) submodular optimization (261) greedy algorithm (242) greedy policy (12) submodular function (121) experimental design (89) posterior sampling (152) sequential decision making (215) bayesian active learning (24) sequential testing (27)

Papers

Efficient Online Decision Tree Learning with Active Feature Acquisition IJCAI 2023
Adaptivity in Adaptive Submodularity COLT 2021
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio ICML 2019
Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label Learning ALT 2017
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests AISTATS 2017
Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017
Adaptive Information Gathering via Imitation Learning RSS 2017
Budgeted stream-based active learning via adaptive submodular maximization NIPS 2016
Active Detection via Adaptive Submodularity ICML 2014
Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013
Near-Optimal Bayesian Active Learning with Noisy Observations NIPS 2010