Learning Generalizable Device Placement Algorithms for Distributed Machine Learning.
Ravichandra AddankiShaileshh Bojja VenkatakrishnanShreyan GuptaHongzi MaoMohammad AlizadehPublished in: NeurIPS (2019)
Keyphrases
- learning algorithm
- machine learning
- supervised learning
- learning problems
- learning systems
- machine learning algorithms
- learning tasks
- machine learning systems
- learning models
- learning process
- unsupervised learning
- learning paradigms
- knowledge acquisition
- distributed learning
- reinforcement learning
- online learning
- computational cost
- text classification
- statistical learning
- training data
- prior knowledge
- induction algorithms
- inductive logic programming
- multi agent
- data structure
- machine learning methods
- cooperative
- computational complexity
- distributed systems