Quantum Machine Learning

concepts · 4 notes linked

Related: Quantum Computing · Google · Caltech · Sandboxaq · Category Theory · Mathematics · Technical University Of Denmark · Quantum Advantage

Notes

• Bayes' Rule Goes Quantum: A 250-Year-Old Theory Learns New Tricks — Quantum Bayes' rule derived from minimum-change principle matches Petz recovery map
• Math3ma — Graduate mathematics blog covering category theory and quantum ML connections
• Proven quantum advantage: Researchers cut the time for a learning task from 20 million years to 15 minutes — Entangled photons reduce quantum noise-learning measurements by astronomical factor
• Quantum Advantage in Learning from Experiments — Provable exponential quantum advantage in learning quantum systems