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Meta-Learning

1,529 papers

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Papers

Active DOP: A constituency treebank annotation tool with online learning COLING 2018
Online learning over a finite action set with limited switching COLT 2018
Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018
Learning Context-Sensitive Convolutional Filters for Text Processing EMNLP 2018
Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments ICLR 2018
AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning ICML 2018
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML 2018
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018
Mix & Match Agent Curricula for Reinforcement Learning ICML 2018
Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML 2018
Learning Deep ResNet Blocks Sequentially using Boosting Theory ICML 2018
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018
Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018
Been There, Done That: Meta-Learning with Episodic Recall ICML 2018
Transfer Learning via Learning to Transfer ICML 2018
LSTM Networks for Online Cross-Network Recommendations IJCAI 2018
Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs IJCAI 2018
Learning to Adapt: A Meta-learning Approach for Speaker Adaptation INTERSPEECH 2018
Learning with Latent Language NAACL 2018
Natural Language to Structured Query Generation via Meta-Learning NAACL 2018
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning RSS 2018
Learning to Model the Tail NIPS 2017
Neural Program Meta-Induction NIPS 2017
Zap Q-Learning NIPS 2017