A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.
Mohamed AbdelhackJiaming ZhangSandhya TripathiBradley A. FritzMichael AvidanYixin ChenChristopher R. KingPublished in: CoRR (2021)
Keyphrases
- data quality
- neural network
- multi layer
- quality management
- data cleansing
- data cleaning
- data warehouse
- quality assessment
- data confidentiality
- information loss
- single layer
- artificial neural networks
- privacy preservation
- poor quality
- data privacy
- data transformation
- privacy guarantees
- cell suppression
- fuzzy logic
- information systems