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Quantum Machine Learning D


Aalto University


<p>Various topics of interest from quantum computing and quantum machine learning, inlcuding but not limited to,</p><ul><li>    Adiabatic Computing   </li><li>    Hybrid Methods</li><li>    Generative Models (e.g., GANs, VAEs, etc.)</li><li>    Quantum Sampling Methods</li><li>    Quantum analogues of machine learning problems (clustering, classification, reinforcement learning, etc.)</li><li>    Applications of Quantum Methods (in Quantum Chemistry, NLP, Drug Discovery, Finance, etc.)</li><li>    Theory including information bottleneck, generalization, barren plateaus, lower bounds, quantum speedup, inductive bias</li></ul><p> </p>

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Course dates
04 September 2025 - 16 October 2025
Course organizer
Vikas Garg
Place/Venue
School of Science / Department of Computer Science
City
Country
Finland
Workload
5
Link
https://mycourses.aalto.fi/course/search.php?...