Learning Robust to Distributional Uncertainties and Adversarial Data.
Alireza SadeghiGang WangGeorgios B. GiannakisPublished in: IEEE J. Sel. Areas Inf. Theory (2024)
Keyphrases
- data sets
- learning algorithm
- raw data
- background knowledge
- learning systems
- probability distribution
- spatial data
- input data
- image data
- complex data
- training data
- data objects
- original data
- hidden variables
- human experts
- bayesian methods
- accurate models
- data collection
- learning process
- data analysis
- sensor data
- experimental data
- learning tasks
- learning problems
- synthetic data
- collaborative learning
- co occurrence
- noisy data
- data quality
- high quality
- databases