Enhancing User Experience in On-Device Machine Learning with Gated Compression Layers.
Haiguang LiUsama PervaizJoseph AntogniniMichal MatuszakLawrence AuGilles RouxTrausti ThormundssonPublished in: CoRR (2024)
Keyphrases
- user experience
- machine learning
- user behavior
- user interface
- user interaction
- user engagement
- mobile services
- information access
- image compression
- end users
- user studies
- machine learning algorithms
- learning systems
- multi layer
- decision trees
- data compression
- feature selection
- online advertising
- interface design
- compression scheme
- mobile applications
- compression algorithm
- artificial intelligence
- machine learning methods
- data mining
- information systems
- user perceptions
- mobile phone
- image quality
- active learning