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Active Learning

1885 directly classified papers

Papers per year

Papers

Active multiple matrix completion with adaptive confidence sets AISTATS 2019
Finding the bandit in a graph: Sequential search-and-stop AISTATS 2019
Marginal Posterior Sampling for Slate Bandits IJCAI 2019
Learning to Ask for Conversational Machine Learning EMNLP 2019
Active Learning with Disagreement Graphs ICML 2019
Region-Based Active Learning AISTATS 2019
Deep Active Learning with Adaptive Acquisition IJCAI 2019
Learning How to Active Learn by Dreaming ACL 2019
$HS^2$: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019
Online learning with feedback graphs and switching costs AISTATS 2019
Best Arm Identification for Contaminated Bandits JMLR 2019
Variational Information Planning for Sequential Decision Making AISTATS 2019
Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization AISTATS 2019
An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019
Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms AAAI 2019
Deep Embedding Learning With Discriminative Sampling Policy CVPR 2019
Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019
HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop ACL 2019
On the Limits of Learning to Actively Learn Semantic Representations CONLL 2019
Active Learning Methods for Low Resource End-to-End Speech Recognition INTERSPEECH 2019
Machine Teaching of Active Sequential Learners NIPS 2019
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models ACL 2019
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model NIPS 2019
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification CONLL 2019