Papers
Active Generative Adversarial Network for Image Classification
Quan Kong, Bin Tong, Martin Klinkigt et al.
ActiveHNE: Active Heterogeneous Network Embedding
Xia Chen, Guoxian Yu, Jun Wang et al.
Active Learning for Cost-Sensitive Classification
Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang et al.
Active Learning for Decision-Making from Imbalanced Observational Data
Iiris Sundin, Peter Schulam, Eero Siivola et al.
Active Learning for Deep Detection Neural Networks
Hamed H. Aghdam, Abel Gonzalez-Garcia, Joost van de Weijer et al.
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant
Xi C. Chen, Adithya Sagar, Justine T. Kao et al.
Active Learning for New Domains in Natural Language Understanding
Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha et al.
Active Learning for Probabilistic Structured Prediction of Cuts and Matchings
Sima Behpour, Anqi Liu, Brian Ziebart
Active Learning Methods for Low Resource End-to-End Speech Recognition
Karan Malhotra, Shubham Bansal, Sriram Ganapathy
Active Learning of Multi-Class Classification Models from Ordered Class Sets
Yanbing Xue, Milos Hauskrecht
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification
Raphael Schumann, Ines Rehbein
Active Learning with Disagreement Graphs
Corinna Cortes, Giulia Desalvo, Mehryar Mohri et al.
Active Learning within Constrained Environments through Imitation of an Expert Questioner
Kalesha Bullard, Yannick Schroecker, Sonia Chernova
Active Learning with Partial Feedback
Peiyun Hu, Zachary C. Lipton, Anima Anandkumar et al.
Actively Seeking and Learning From Live Data
Damien Teney, Anton van den Hengel
Active Manifolds: A non-linear analogue to Active Subspaces
Robert Bridges, Anthony Gruber, Christopher Felder et al.
Active Mini-Batch Sampling Using Repulsive Point Processes
Cheng Zhang, Cengiz Öztireli, Stephan Mandt et al.
Active Multi-Information Source Bayesian Quadrature
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active multiple matrix completion with adaptive confidence sets
Andrea Locatelli, Alexandra Carpentier, Michal Valko
Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem
Nadjet Bourdache, Patrice Perny
Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization
Filip Roos, Philipp Hennig
Active Ranking with Subset-wise Preferences
Aadirupa Saha, Aditya Gopalan
Active Regression via Linear-Sample Sparsification
Xue Chen, Eric Price
Active Sampling for Open-Set Classification without Initial Annotation
Zhao-Yang Liu, Sheng-Jun Huang