Active Learning

HS^2: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019 A Bayesian Approach for Sequence Tagging with Crowds EMNLP 2019 Academic Reader: An Interactive Question Answering System on Academic Literatures AAAI 2019 Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning Interspeech 2019 Active Change-Point Detection ACML 2019 Active Embedding Search via Noisy Paired Comparisons ICML 2019 Active Exploration in Markov Decision Processes AISTATS 2019 Active Generative Adversarial Network for Image Classification AAAI 2019 ActiveHNE: Active Heterogeneous Network Embedding IJCAI 2019 Active Learning for Cost-Sensitive Classification JMLR 2019 Active Learning for Decision-Making from Imbalanced Observational Data ICML 2019 Active Learning for Deep Detection Neural Networks ICCV 2019 Active Learning for Domain Classification in a Commercial Spoken Personal Assistant Interspeech 2019 Active Learning for New Domains in Natural Language Understanding NAACL 2019 Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019 Active Learning Methods for Low Resource End-to-End Speech Recognition Interspeech 2019 Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019 Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification CoNLL 2019 Active Learning with Disagreement Graphs ICML 2019 Active Learning within Constrained Environments through Imitation of an Expert Questioner IJCAI 2019 Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019 Active Multi-Information Source Bayesian Quadrature UAI 2019 Active multiple matrix completion with adaptive confidence sets AISTATS 2019 Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem AAAI 2019 Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization AISTATS 2019