Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning.
Ravichandra AddankiShaileshh Bojja VenkatakrishnanShreyan GuptaHongzi MaoMohammad AlizadehPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- machine learning
- learning problems
- learning models
- learning tasks
- machine learning algorithms
- statistical learning
- supervised learning
- machine learning systems
- learning process
- learning paradigms
- machine learning methods
- learning systems
- active learning
- significant improvement
- data structure
- model selection
- automatically learned
- knowledge acquisition
- computational cost
- data analysis
- theoretical analysis
- mobile learning
- computationally efficient
- distributed systems
- worst case
- inductive inference
- noise tolerant
- computer science
- computational complexity