Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients.
Noble KennamerEmille E. O. IshidaSantiago Gonzalez-GaitanRafael S. de SouzaAlexander T. IhlerKara PonderRicardo VilaltaAnais MöllerDavid O. JonesMi DaiAlberto Krone-MartinsBruno QuintSreevarsha SreejithAlex I. MalzLluís GalbanyPublished in: CoRR (2020)
Keyphrases
- resource allocation
- active learning
- resource management
- resource allocation problems
- learning strategies
- machine learning
- resource requirements
- optimal resource allocation
- learning process
- learning algorithm
- dynamic resource allocation
- scarce resources
- resource allocation decisions
- training set
- allocation strategies
- allocation problems
- allocate resources
- distributed resource allocation
- resource availability
- game theory
- resource usage
- social welfare
- combinatorial auctions
- cost sensitive
- online learning
- e learning