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Active Learning

1885 directly classified papers

Papers per year

Papers

Actively Avoiding Nonsense in Generative Models COLT 2018
Efficient active learning of sparse halfspaces COLT 2018
Active Tolerant Testing COLT 2018
Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision IJCAI 2018
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning EMNLP 2018
Learning a Policy for Opportunistic Active Learning EMNLP 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
The Externalities of Exploration and How Data Diversity Helps Exploitation COLT 2018
Guide Me: Interacting With Deep Networks CVPR 2018
The Power of Ensembles for Active Learning in Image Classification CVPR 2018
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation COLING 2018
Sprucing up the trees – Error detection in treebanks COLING 2018
Contextual Bandits for Adapting Treatment in a Mouse Model of de Novo Carcinogenesis MLHC 2018
Interactive Structure Learning with Structural Query-by-Committee NIPS 2018
Learning from discriminative feature feedback NIPS 2018
A Bandit Approach to Sequential Experimental Design with False Discovery Control NIPS 2018
Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation NIPS 2018
Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners NIPS 2018
Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation NIPS 2018
Active Learning for Non-Parametric Regression Using Purely Random Trees NIPS 2018
Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding NIPS 2018
Exploiting Structure in Representation of Named Entities using Active Learning COLING 2018
Active DOP: A constituency treebank annotation tool with online learning COLING 2018
Personalized Text Retrieval for Learners of Chinese as a Foreign Language COLING 2018
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource COLING 2018