Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning.
David WinderlNicola FrancoJeanette Miriam LorenzPublished in: CoRR (2024)
Keyphrases
- machine learning
- greater robustness
- finding optimal
- computer vision
- machine learning approaches
- artificial intelligence
- image noise
- noise model
- estimation error
- noise reduction
- learning tasks
- pattern recognition
- worst case
- natural language processing
- random noise
- reinforcement learning
- noisy data
- decision trees
- optimal solution
- active learning
- dynamic programming
- knowledge representation
- inductive logic programming
- signal to noise ratio
- knowledge discovery
- machine learning algorithms
- model selection
- knowledge acquisition