QTML 2024: Quantum Techniques in Machine Learning
- Mon 25th Nov + 4 More Dates
- The University of Melbourne, Parkville VIC
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8th International Conference on Quantum Techniques in Machine Learning (QTML)
QTML is an annual international conference focusing on the interdisciplinary field of quantum technology and machine learning.
The goal of the conference is to gather leading academic researchers and industry players to interact through a series of scientific talks focussed on the interplay between machine learning and quantum physics.
Topics include
- Quantum methods for machine learning tasks
- Learning and optimization
- Quantum variational circuits
- Quantum-inspired machine learning
- Data encoding and processing in quantum systems
- Dequantization and classical simulation methods in QML
- Machine learning for quantum experiments
- Quantum learning theory
- Fuzzy logic for quantum machine learning
- Quantum state reconstruction from data and tomography
- Quantum machine learning algorithms
- Benchmarking quantum machine learning
Call for papers
Contributions are welcome in all research areas covering the application of quantum techniques for machine learning and optimisation tasks as well as the use of machine-learning algorithms for studying quantum systems.
Important Dates
Abstract Submission Open
Abstract Submission Close
Abstract Notification
Early registration close
Early program announcement (subject to change)
Registration close
Late abstract submission close (poster only)
Final program announcement