Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC.
Patrick OdagiuZhiqiang QueJavier M. DuarteJohannes HallerGregor KasieczkaArtur LobanovVladimir LoncarWayne LukJennifer NgadiubaMaurizio PieriniPhilipp RinckeArpita SeksariaSioni SummersAndre SznajderAlexander D. TapperThea Klæboe ÅrrestadPublished in: CoRR (2024)
Keyphrases
- classification systems
- pattern recognition
- machine learning
- feature selection
- decision trees
- classification scheme
- neural network
- support vector machine svm
- image classification
- feature vectors
- pattern classification
- classification algorithm
- support vector
- unsupervised learning
- data sets
- similarity measure
- automatic classification
- document classification
- decision rules
- cross validation
- feature space
- preprocessing
- feature set
- low cost
- supervised learning
- support vector machine
- classification accuracy
- optical flow
- training set