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DTSTART;TZID=Europe/Madrid:20251007T180000
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DTSTAMP:20260429T045126
CREATED:20251001T113238Z
LAST-MODIFIED:20251022T103043Z
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SUMMARY:Seminar | Hsin-Yuan Huang (Robert)
DESCRIPTION:Speaker: Hsin-Yuan Huang (Robert) \n\n\n\nTitle: Generative quantum advantage for classical and quantum problems \n\n\n\nAbstract: Recent breakthroughs in generative machine learning\, powered by massive computational resources\, have demonstrated unprecedented human-like capabilities. While beyond-classical quantum experiments have generated samples from classically intractable distributions\, their complexity has thwarted all efforts in efficient learning. \n\n\n\nThis challenge has hindered demonstrations of generative quantum advantage: the ability for quantum computers to both learn and generate desired outputs substantially better than classical computers. We resolve this rigorously by introducing generative quantum models that are hard to simulate classically\, provably efficiently trainable in every step\, exhibit no barren plateaus or proliferating local minima\, and generate distributions beyond classical reach with rigorous guarantees. \n\n\n\nUsing a 68-qubit superconducting quantum processor\, we apply these models to two scenarios: learning classically intractable probability distributions and learning quantum circuits for accelerated physical simulation. Our results demonstrate that both learning and sampling are efficient in the current beyond-classical regime\, opening new possibilities for quantum-enhanced generative models with provable advantage. \n\n\n\nRegistration: https://events.teams.microsoft.com/event/3ba8fdda-e996-43b0-a5da-722de122cc22@8f0d452c-b7a4-4964-b810-8c397374477b
URL:https://www.talentq.es/es_es/evento/seminar-hsin-yuan-huang-robert/
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DTSTART;TZID=Europe/Madrid:20251021T160000
DTEND;TZID=Europe/Madrid:20251021T170000
DTSTAMP:20260429T045126
CREATED:20251022T102959Z
LAST-MODIFIED:20251022T102959Z
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SUMMARY:Seminar | Juan José García-Ripoll
DESCRIPTION:Speaker: Juan José García-Ripoll \nTitle: Superconducting quantum networks for quantum computers \nAbstract: In this talk\, Juan José will provide an overview of the quantum state transfer paradigm for exchanging information between quantum computers\, describing how it is now realized in various experiments with superconducting quantum processors worldwide. This talk will also explain our efforts in modeling said links\, optimizing communication protocols and demonstrating that\, theoretically\, up to tens of qubits can be simultaneously exchanged with minimal errors and fidelities that are competitive with other operations in the quantum computer. \nRegistration: https://events.teams.microsoft.com/event/7d72f046-e44b-4ad8-8f20-7eda85855453@8f0d452c-b7a4-4964-b810-8c397374477b
URL:https://www.talentq.es/es_es/evento/seminar-juan-jose-garcia-ripoll/
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