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selective sampling

21 papers

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Co-occurring keywords

active learning (1301) online learning (1777) regret bound (1926) mistake bound (52) linear classification (31) neural network (6616) label complexity (58) low noise conditions (1) margin-based algorithm (1) stochastic process (388)

Papers

SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling NIPS 2024
Active Bipartite Ranking NIPS 2023
Adaptive Selective Sampling for Online Prediction with Experts NIPS 2023
Selective Sampling and Imitation Learning via Online Regression NIPS 2023
Causal Inference with Selectively Deconfounded Data AISTATS 2021
Toward a General Theory of Online Selective Sampling: Trading Off Mistakes and Queries AISTATS 2021
Online Active Model Selection for Pre-trained Classifiers AISTATS 2021
Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance EMNLP 2021
Selective Sampling for Online Best-arm Identification NIPS 2021
Learning When and Where to Zoom With Deep Reinforcement Learning CVPR 2020
Selective Sampling-based Scalable Sparse Subspace Clustering NIPS 2019
Video Prediction via Selective Sampling NIPS 2018
Steering Output Style and Topic in Neural Response Generation EMNLP 2017
Doubly Aggressive Selective Sampling Algorithms for Classification AISTATS 2014
Selective Sampling with Drift AISTATS 2014
Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling COLT 2013
Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013
Selective Sampling and Active Learning from Single and Multiple Teachers JMLR 2012
Consistency of Nearest Neighbor Classification under Selective Sampling COLT 2012
Linear Classification and Selective Sampling Under Low Noise Conditions NIPS 2008
Worst-Case Analysis of Selective Sampling for Linear Classification JMLR 2006