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Active Learning

1,911 papers

Papers per year

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Papers

Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ACL 2020
Heart Failure Education of African American and Hispanic/Latino Patients: Data Collection and Analysis ACL 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
Boosting-Based Reliable Model Reuse ACML 2020
Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks ACML 2020
Thompson Sampling for Unsupervised Sequential Selection ACML 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020
Stopping criterion for active learning based on deterministic generalization bounds AISTATS 2020
Online Binary Space Partitioning Forests AISTATS 2020
Optimal sampling in unbiased active learning AISTATS 2020
Diameter-based Interactive Structure Discovery AISTATS 2020
Active Community Detection with Maximal Expected Model Change AISTATS 2020
Deep Active Learning: Unified and Principled Method for Query and Training AISTATS 2020
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020
Competing Bandits in Matching Markets AISTATS 2020
Thompson Sampling for Linearly Constrained Bandits AISTATS 2020
Randomized Exploration in Generalized Linear Bandits AISTATS 2020
Understanding the Effects of Batching in Online Active Learning AISTATS 2020
Adaptive Exploration in Linear Contextual Bandit AISTATS 2020
Best-item Learning in Random Utility Models with Subset Choices AISTATS 2020
Interactive Learning of a Dynamic Structure ALT 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning COLING 2020
Pre-trained Language Model Based Active Learning for Sentence Matching COLING 2020
A Multitask Active Learning Framework for Natural Language Understanding COLING 2020
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool COLING 2020