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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

Dueling Bandits with Team Comparisons NIPS 2021
Greedy Approximation Algorithms for Active Sequential Hypothesis Testing NIPS 2021
Active Learning of Abstract Plan Feasibility RSS 2021
Planning Multimodal Exploratory Actions for Online Robot Attribute Learning RSS 2021
On Data Efficiency of Meta-learning AISTATS 2021
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning NIPS 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios NIPS 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NIPS 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021
Combinatorial Pure Exploration with Bottleneck Reward Function NIPS 2021
Efficient Online Estimation of Causal Effects by Deciding What to Observe NIPS 2021
Local policy search with Bayesian optimization NIPS 2021
Conditioning Sparse Variational Gaussian Processes for Online Decision-making NIPS 2021
Information Directed Reward Learning for Reinforcement Learning NIPS 2021
Dynabench: Rethinking Benchmarking in NLP NAACL 2021
A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning NIPS 2021
Towards robust episodic meta-learning UAI 2021
Gone Fishing: Neural Active Learning with Fisher Embeddings NIPS 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering IJCNLP 2021
Phrase-level Active Learning for Neural Machine Translation EMNLP 2021
Active Learning for Argument Strength Estimation EMNLP 2021
Investigating label suggestions for opinion mining in German Covid-19 social media ACL 2021
Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies IJCAI 2021
Active2 Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation NAACL 2021
Asynchronous Active Learning with Distributed Label Querying IJCAI 2021