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Active Learning

1,911 papers

Papers per year

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Papers

Multilingual Speech Recognition with Corpus Relatedness Sampling INTERSPEECH 2019
Active Learning Methods for Low Resource End-to-End Speech Recognition INTERSPEECH 2019
SANTLR: Speech Annotation Toolkit for Low Resource Languages INTERSPEECH 2019
The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019
Active Learning for Cost-Sensitive Classification JMLR 2019
SMART: An Open Source Data Labeling Platform for Supervised Learning JMLR 2019
Best Arm Identification for Contaminated Bandits JMLR 2019
ASAC: Active Sensing using Actor-Critic models MLHC 2019
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction NAACL 2019
Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities NAACL 2019
Data-efficient Neural Text Compression with Interactive Learning NAACL 2019
Active Learning for New Domains in Natural Language Understanding NAACL 2019
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
Leveraging Experience in Lazy Search RSS 2019
Perturbed-History Exploration in Stochastic Linear Bandits UAI 2019
Active Multi-Information Source Bayesian Quadrature UAI 2019
Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank UAI 2019
Interactive Structure Learning with Structural Query-by-Committee NIPS 2018
Learning from discriminative feature feedback NIPS 2018
Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss NIPS 2018
Active Matting NIPS 2018
Query Complexity of Bayesian Private Learning NIPS 2018
A Bandit Approach to Sequential Experimental Design with False Discovery Control NIPS 2018
Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation NIPS 2018
Adaptive Learning with Unknown Information Flows NIPS 2018