Quantum Machine Learning: The Next Frontier? with Iordanis Kerenidis
EPISODE 397
|
AUGUST
3,
2020
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About this Episode
Today we conclude our 2020 ICML coverage joined by Iordanis Kerenidis, Research Director at Centre National de la Recherche Scientifique (CNRS) in Paris, and Head of Quantum Algorithms at QC Ware.
Iordanis' research centers around quantum algorithms of machine learning, and was an ICML main conference Keynote speaker on the topic! We focus our conversation on his presentation, exploring the prospects and challenges of quantum machine learning, as well as the field's history, evolution, and future. We'll also discuss the foundations of quantum computing, and some of the challenges to consider for breaking into the field.
About the Guest
Iordanis Kerenidis
QC Ware Corp & CNRS
Resources
- ICML 2020: Quantum Machine Learning: Prospects and Challenges Slides
- Peter Shor's Factoring Algorithm
- Quantum Supremacy: Computing takes a quantum leap forward
- Paper: Quantum algorithm for solving linear systems of equations
- Paper: Quantum Recommendation Systems
- Paper: A quantum-inspired classical algorithm for recommendation systems
- #246 - A Quantum Machine Learning Algorithm Takedown with Ewin Tang
- Paper: q-means: A quantum algorithm for unsupervised machine learning
- Paper: CNNs: Quantum Algorithms For Deep Convolutional Neural Network

