Introduction to Quantum Machine Learning (23-January 25, 2024) · Indico

Introduction to Quantum Machine Learning

from Tuesday, January 23, 2024 (2:00 PM) to Thursday, January 25, 2024 (10:00 PM)

Monday, January 22, 2024
Tuesday, January 23, 2024
5:00 PM Generative Adversarial Network and Auto Encoder - Sinan Kalkan (Middle East Technical University)
Generative Adversarial Network and Auto Encoder
- Sinan Kalkan (Middle East Technical University)
5:00 PM - 6:00 PM
Wednesday, January 24, 2024
9:30 AM Quantum Machine Learning - Osman Barış Malcıoğlu (METU)
Quantum Machine Learning
- Osman Barış Malcıoğlu (METU)
9:30 AM - 11:00 AM
Quantum Machine learning vs Traditional machine learning, energy and data efficiency Qiskit Machine Learning library, Quantum Neural Networks (QNN) QNN regressor and clasifier
Thursday, January 25, 2024
9:30 AM Quantum Machine Learning (Cont.) - Osman Barış Malcıoğlu (METU)
Quantum Machine Learning (Cont.)
- Osman Barış Malcıoğlu (METU)
9:30 AM - 11:00 AM
Barren plateaus and a method to alleviate the problem. Quantum Auto Encoder Quantum Generative Adversarial network Error mitigation in QC with HPCs using mitiq (if time permits)

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