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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

The Label Complexity of Active Learning from Observational Data NIPS 2019
Sample Efficient Active Learning of Causal Trees NIPS 2019
Optimal Decision Tree with Noisy Outcomes NIPS 2019
Active Regression via Linear-Sample Sparsification COLT 2019
Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019
Deep Active Learning with a Neural Architecture Search NIPS 2019
Noise Contrastive Priors for Functional Uncertainty UAI 2019
SANTLR: Speech Annotation Toolkit for Low Resource Languages INTERSPEECH 2019
Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning INTERSPEECH 2019
Reliable training and estimation of variance networks NIPS 2019
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019
SMART: An Open Source Data Labeling Platform for Supervised Learning JMLR 2019
Active Learning for Cost-Sensitive Classification JMLR 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019
The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Teaching Multiple Concepts to a Forgetful Learner NIPS 2019
Learning Deterministic Weighted Automata with Queries and Counterexamples NIPS 2019
Mining GOLD Samples for Conditional GANs NIPS 2019
Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts IJCNLP 2019
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model NIPS 2019
Machine Teaching of Active Sequential Learners NIPS 2019
Mindful Active Learning IJCAI 2019
Active Learning within Constrained Environments through Imitation of an Expert Questioner IJCAI 2019
Computer Assisted Annotation of Tension Development in TED Talks through Crowdsourcing EMNLP 2019