NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
Kunal DahiyaNilesh GuptaDeepak SainiAkshay SoniYajun WangKushal DaveJian JiaoGururaj KPrasenjit DeyAmit SinghDeepesh HadaVidit JainBhawna PaliwalAnshul MittalSonu MehtaRamachandran RamjeeSumeet AgarwalPurushottam KarManik VarmaPublished in: CoRR (2022)
Keyphrases
- pattern recognition
- machine learning
- pattern classification
- classification method
- classification algorithm
- classification rule mining
- automatic classification
- text classification
- support vector machine
- neural network
- classification process
- classification scheme
- supervised learning
- decision trees
- classification accuracy
- data sets
- data mining
- feature vectors
- classification systems
- classification models
- unsupervised learning
- face recognition
- positive and negative
- feature space
- feature extraction
- frequent patterns
- feature selection
- web mining
- association rule mining
- class labels
- support vector machine svm
- training set
- image classification
- data mining techniques
- text mining
- active learning
- knowledge discovery