← Learning Types
Machine Learning › Learning Types ›

Active Learning

1885 directly classified papers

Papers per year

Papers

Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018
Bayesian Active Edge Evaluation on Expensive Graphs IJCAI 2018
Active Recurrence of Lighting Condition for Fine-Grained Change Detection IJCAI 2018
Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018
Accurate Inference for Adaptive Linear Models ICML 2018
Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations IJCAI 2018
Data-Driven Measurement Models for Active Localization in Sparse Environments RSS 2018
Importance Sampling for Minibatches JMLR 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018
Active learning for deep semantic parsing ACL 2018
Extracting Commonsense Properties from Embeddings with Limited Human Guidance ACL 2018
Risk-Aware Active Inverse Reinforcement Learning CORL 2018
Batch Active Preference-Based Learning of Reward Functions CORL 2018
Feasible Arm Identification ICML 2018
An Adaptive Strategy for Active Learning with Smooth Decision Boundary ALT 2018
Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language INTERSPEECH 2018
Online Boosting Algorithms for Multi-label Ranking AISTATS 2018
Comparison Based Learning from Weak Oracles AISTATS 2018
Approximate Ranking from Pairwise Comparisons AISTATS 2018
Adaptive Sampling for Coarse Ranking AISTATS 2018
Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018
Bayesian Tactile Exploration for Compliant Docking With Uncertain Shapes RSS 2018
On Training and Evaluation of Grapheme-to-Phoneme Mappings with Limited Data INTERSPEECH 2018
Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis INTERSPEECH 2018
Active Learning for LF-MMI Trained Neural Networks in ASR INTERSPEECH 2018