Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices.
Don Kurian DennisChirag PabbarajuHarsha Vardhan SimhadriPrateek JainPublished in: NeurIPS (2018)
Keyphrases
- resource constrained
- multiple instance learning
- sequential data
- supervised learning
- multiple instance
- resource constraints
- sensor networks
- hidden markov models
- class labels
- embedded systems
- decision trees
- multi class
- machine learning
- image annotation
- unsupervised learning
- feature selection
- feature extraction
- feature vectors
- support vector machine
- fixed length
- image processing
- sequential pattern mining
- training set
- support vector
- data mining
- learning algorithm
- multipath
- training data
- sequential patterns
- multi label
- semi supervised learning
- pairwise
- multi modal
- image classification
- multi dimensional
- text mining
- relational databases
- spatio temporal