Kevin Murphy
(4 articles)
1985
Bayesian Network
Graphical model that represents probabilistic relationships among variables using directed acyclic graphs (DAGs).
Generality: 820
2015
AutoML
Automated Machine Learning
Automated Machine Learning
Streamlines the process of applying ML by automating the tasks of selecting the appropriate algorithms and tuning their hyperparameters.
Generality: 790
2017
PPO
Proximal Policy Optimization
Proximal Policy Optimization
RL algorithm that aims to balance ease of implementation, sample efficiency, and reliable performance by using a simpler but effective update method for policy optimization.
Generality: 670
2017
NAS
Neural Architecture Search
Neural Architecture Search
Automated process that designs optimal neural network architectures for specific tasks.
Generality: 800