Quantum Machine Learning
We now know that quantum computers have the potential to boost the performance of machine learning systems, and may eventually power efforts in fields from drug discovery to fraud detection. We're doing foundational research in quantum ML to power tomorrow’s smart quantum algorithms.
Our work
IBM welcomes CERN as a new hub in the IBM Quantum Network
ResearchIvano Tavernelli and Panagiotis Barkoutsos7 minute readQuantum kernels can solve machine learning problems that are hard for all classical methods
ResearchYunchao Liu, Srinivasan Arunachalam, and Kristan Temme5 minute readThe power of quantum neural networks
ResearchAmira Abbas, David Sutter, and Stefan Wörner5 minute readIBM Quantum Challenge generates better solutions than challenge creators thought possible
NewsJunye Huang4 minute readThe Discovery Accelerator comes to Europe
NewsAnthony Annunziata, Peter Waggett, and Alessandro Curioni5 minute readAn efficient method to learn quantum many-body systems
ResearchSrinivasan Arunachalam and Ryan Mandelbaum6 minute read- See more of our work on Quantum Machine Learning
Publications
- Nicola Mariella
- Albert Akhriev
- et al.
- 2024
- ICML 2024
- Filippo Utro
- Aritra Bose
- et al.
- 2024
- ISMB 2024
- Aritra Bose
- Hakan Doga
- et al.
- 2024
- ISMB 2024
- David Peral-garcía
- Juan Cruz-Benito
- et al.
- 2024
- Expert Systems with Applications
- Ismail Akhalwaya
- Shashanka Ubaru
- et al.
- 2024
- ICLR 2024
- Sieglinde Pfaendler
- Konstantin Konson
- et al.
- 2024
- Datenbank-Spektrum