Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space.
José Miguel Hernández-LobatoJames RequeimaEdward O. Pyzer-KnappAlán Aspuru-GuzikPublished in: ICML (2017)
Keyphrases
- distributed systems
- distributed processing
- peer to peer
- decision trees
- parallel implementation
- shared memory
- parameter space
- distributed environment
- parallel computing
- parallel execution
- lightweight
- real life
- multi agent
- single processor
- multiple independent
- high scalability
- parallel data mining
- distributed stream processing
- computer networks
- fault tolerant
- monte carlo
- space time
- search space
- small scale
- random sampling
- data sets
- mobile agents
- sampling strategy
- low dimensional
- load balance
- cooperative
- database systems
- real world