Alleviating Barren Plateaus in Parameterized Quantum Machine Learning Circuits: Investigating Advanced Parameter Initialization Strategies.
Muhammad KashifMuhammad RashidSaif Al-KuwariMuhammad Akmal ShafiquePublished in: DATE (2024)
Keyphrases
- machine learning
- quantum computing
- logic circuits
- logic synthesis
- computer vision
- feature selection
- machine learning methods
- quantum inspired
- k means
- machine learning algorithms
- knowledge acquisition
- text classification
- learning problems
- pattern recognition
- artificial intelligence
- learning algorithm
- neural network
- channel capacity
- initial conditions
- data mining
- computational intelligence
- supervised learning
- information extraction
- semi supervised learning
- high speed
- machine learning approaches
- explanation based learning
- input parameters
- text mining
- knowledge representation
- data analysis