Guarantees on learning depth-2 neural networks under a data-poisoning attack.
Anirbit MukherjeeRamchandran MuthukumarPublished in: CoRR (2020)
Keyphrases
- neural network
- prior knowledge
- data sets
- training data
- background knowledge
- database
- learning algorithm
- original data
- data collection
- data analysis
- high quality
- raw data
- data distribution
- experimental data
- learning rules
- learning tasks
- reinforcement learning
- synthetic data
- data processing
- data points
- statistical analysis
- data structure
- input data
- supervised learning
- human experts
- data warehouse
- data quality
- feed forward
- recurrent neural networks
- neural nets
- learning models
- data streams