French quantum computing company PASQAL has partnered with Mila, a research institute in artificial intelligence, to enhance generative modeling in quantum AI. The collaboration aims to deepen understanding of the relationship between quantum concepts and structured data generation, explore potential quantum advantages in machine learning, and develop new generative models. Slimane Thabet, a quantum application engineer at PASQAL, has joined Mila Professor Guillaume Rabusseau’s team for this project. The partnership is also expected to foster a community of researchers and companies around the topic of quantum machine learning.
PASQAL and Mila Collaborate to Advance Quantum AI
On January 11, 2024, Mila, a research institute in artificial intelligence, announced its partnership with PASQAL, a company specializing in neutral atom quantum computing. The collaboration aims to enhance generative modeling through quantum computing benchmarking and tensor networks. This partnership marks an initial exploratory step in the field of quantum machine learning.
Mila, founded by Professor Yoshua Bengio of the University of Montreal, is a hub for over 1,200 specialized researchers in machine learning. The institute is globally recognized for its significant contributions to deep learning, particularly in language modeling, automatic translation, object recognition, and generative models.
Building a Quantum Machine Learning Community
The collaboration between Mila and PASQAL is expected to foster a community of researchers and companies focused on quantum machine learning. This community is anticipated to be the foundation for future collaborative developments aimed at enhancing AI through quantum technologies.
PASQAL, a French quantum computing company, designs quantum processors from ordered neutral atoms in 2D and 3D arrays. Founded in 2019, PASQAL has secured more than €140 million in financing to date. The company’s goal is to bring a practical quantum advantage to its customers and address real-world problems.
A One-Year Research Plan
The partnership has outlined a one-year research plan that aims to contribute to quantum computing and machine learning. The plan involves deepening the understanding of the interplay between quantum concepts and structured data generation, exploring potential quantum advantages in machine learning, and developing novel generative models.
Slimane Thabet, a quantum application engineer at PASQAL, has joined the team of Guillaume Rabusseau, a professor at Université de Montréal and Mila, as a visiting researcher. Rabusseau, who is also the principal investigator of this project, expressed optimism about the collaboration’s potential to advance the intersection between quantum computing and machine learning.
The Potential of Quantum in Machine Learning
Raphaël de Thoury, CEO of PASQAL-Canada, believes that quantum computing can significantly enhance machine learning algorithms – quantum machine learning. He expressed confidence in the potential of Mila’s ecosystem to deliver impactful results in this area.
The collaboration between Mila and PASQAL is seen as an opportunity to explore and advance the intersection between quantum computing and machine learning. Both parties look forward to contributing to the ever-evolving landscape of AI and quantum innovation.
Mila is a research institute in artificial intelligence that brings together over 1,200 specialized researchers in machine learning. Based in Montreal, Mila’s mission is to be a global center for scientific advancements that inspire innovation and the growth of AI for the benefit of all.
The collaboration between Mila and PASQAL is an opportunity to explore and advance the intersection between quantum computing and machine learning. Together, we look forward to contributing to the ever-evolving landscape of AI and quantum innovation,” said Guillaume Rabusseau, Assistant Professor in the Department of Computer Science and Operations Research (DIRO) at Université de Montréal, Core Academic Member at Mila and Canada CIFAR AI Chair Mila, and principal investigator of this project.
“Boosting machine learning algorithms by quantum shows great potential, and neutral atoms quantum computing brings promising ways to find short-term relevant approaches. We really believe that the impressive community of Mila’s ecosystem will contribute to deliver impactful results,” said Raphaël de Thoury, CEO of PASQAL-Canada.
Quick Summary
Mila and PASQAL are collaborating to enhance generative modelling in quantum computing, aiming to deepen understanding of the interplay between quantum concepts and structured data generation, and explore potential quantum advantages in machine learning. This partnership also seeks to foster a community of researchers and companies focused on quantum machine learning, marking the beginning of future collaborative developments in AI enhancement through quantum technologies.
- Quantum computing company PASQAL has partnered with artificial intelligence research institute Mila to enhance generative modeling in quantum AI.
- The collaboration aims to leverage quantum benchmarking and tensor networks for generative AI, while also fostering a quantum machine learning community.
- The partnership is expected to contribute to the understanding of the relationship between quantum concepts and structured data generation, explore potential quantum advantages in machine learning, and develop new generative models.
- Slimane Thabet, a quantum application engineer at PASQAL, has joined the team of Guillaume Rabusseau, a professor at Université de Montréal and a core academic member at Mila, as a visiting researcher.
- The collaboration is seen as an opportunity to advance the intersection between quantum computing and machine learning, contributing to the evolving landscape of AI and quantum innovation.
- Mila, founded by Professor Yoshua Bengio, is a globally recognised non-profit organisation for its contributions to deep learning.
- PASQAL, a leading French quantum computing company, builds quantum processors from ordered neutral atoms in 2D and 3D arrays to bring a practical quantum advantage to its customers.
