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: SSCI (2020)
Keyphrases
- resource allocation
- active learning
- resource allocation problems
- resource management
- resource allocation decisions
- learning strategies
- learning algorithm
- machine learning
- learning process
- cost sensitive
- training set
- resource requirements
- allocation problems
- optimal resource allocation
- scarce resources
- market equilibrium
- distributed resource allocation
- dynamic resource allocation
- resource consumption
- transfer learning
- online learning
- allocate resources
- resource availability
- allocation strategies
- special case