Rich Information is Affordable: A Systematic Performance Analysis of Second-order Optimization Using K-FAC.
Yuichiro UenoKazuki OsawaYohei TsujiAkira NaruseRio YokotaPublished in: KDD (2020)
Keyphrases
- keywords
- data mining
- optimization process
- qualitative and quantitative
- information content
- raw data
- information retrieval systems
- structural information
- sensor data
- constrained optimization
- data sets
- temporal information
- information sources
- optimization problems
- higher order
- end users
- domain knowledge
- prior knowledge
- knowledge base