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adaptive submodularity

11 papers

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Co-occurring keywords · papers mentioning both

active learning (6) submodular optimization (5) greedy policy (3) greedy algorithm (3) sequential decision making (3) submodular maximization (2) approximation guarantee (2) submodular function (2) experimental design (2) posterior sampling (2)

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 Information Gathering via Imitation Learning RSS 2017 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 Budgeted stream-based active learning via adaptive submodular maximization NeurIPS 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 NeurIPS 2010