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Active Learning

1885 directly classified papers

Papers per year

Papers

Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ACL 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction ACL 2021
Tackling Fake News Detection by Interactively Learning Representations using Graph Neural Networks ACL 2021
Dual Active Learning for Both Model and Data Selection IJCAI 2021
Asynchronous Active Learning with Distributed Label Querying IJCAI 2021
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization IJCAI 2021
Online Active Model Selection for Pre-trained Classifiers AISTATS 2021
Active Learning with Maximum Margin Sparse Gaussian Processes AISTATS 2021
Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning AISTATS 2021
Feedback Coding for Active Learning AISTATS 2021
Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms AISTATS 2021
Gradient Descent in RKHS with Importance Labeling AISTATS 2021
Active Online Learning with Hidden Shifting Domains AISTATS 2021
Kernel Interpolation for Scalable Online Gaussian Processes AISTATS 2021
Curriculum Learning by Optimizing Learning Dynamics AISTATS 2021
Sample Elicitation AISTATS 2021
Active Curriculum Learning ACL 2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021
REM: Efficient Semi-Automated Real-Time Moderation of Online Forums ACL 2021
Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021
ThriftyDAgger: Budget-Aware Novelty and Risk Gating for Interactive Imitation Learning CORL 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech ACL 2021
Parallel Constraint Acquisition AAAI 2021
Exploratory Machine Learning with Unknown Unknowns AAAI 2021