Generative Adversarial Network and Auto Encoder

• Sinan Kalkan (Middle East Technical University)

Quantum Machine Learning

• Osman Barış Malcıoğlu (METU)

Quantum Machine learning vs Traditional machine learning, energy and data efficiency Qiskit Machine Learning library, Quantum Neural Networks (QNN) QNN regressor and clasifier

Quantum Machine Learning (Cont.)

• Osman Barış Malcıoğlu (METU)

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)