conftrace_
← Machine Learning
Machine Learning ›

Learning Paradigms

2,054 papers (7 classified directly here)

Subtopics

Meta-Learning (973) Federated Learning (894) Curriculum Learning (202)

Papers per year

1
6
3
175
315
'05
'10
'15
'20
'25

Papers (including subtopics)

Gradient-free Policy Architecture Search and Adaptation CORL 2017
Decentralized Collaborative Learning of Personalized Models over Networks AISTATS 2017
Feedback Networks CVPR 2017
Legal NERC with ontologies, Wikipedia and curriculum learning EACL 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML 2017
Large-Scale Evolution of Image Classifiers ICML 2017
Efficient Distributed Learning with Sparsity ICML 2017
Crowd Learning: Improving Online Decision Making Using Crowdsourced Data IJCAI 2017
Self-paced Mixture of Regressions IJCAI 2017
Curriculum Learning in Reinforcement Learning IJCAI 2017
Boosting Neural Machine Translation IJCNLP 2017
Progressive Neural Networks for Transfer Learning in Emotion Recognition INTERSPEECH 2017
Evolving Recurrent Neural Networks That Process and Classify Raw Audio in a Streaming Fashion INTERSPEECH 2017
Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA JMLR 2017
Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017
Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks JMLR 2017
Learning from Small Sample Sets by Combining Unsupervised Meta-Training with CNNs NIPS 2016
Bootstrap Model Aggregation for Distributed Statistical Learning NIPS 2016
Meta–Gradient Boosted Decision Tree Model for Weight and Target Learning ICML 2016
A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization PGM 2016
Efficient Representations for Lifelong Learning and Autoencoding COLT 2015
Curriculum Learning of Multiple Tasks CVPR 2015
Distributed Inference for Dirichlet Process Mixture Models ICML 2015
Distributed Estimation, Information Loss and Exponential Families NIPS 2014
Self-Paced Learning with Diversity NIPS 2014