Embedding learning in hybrid quantum-classical neural networks M Liu, J Liu, R Liu, H Makhanov, D Lykov, A Apte, Y Alexeev 2022 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2022 | 9 | 2022 |
Quantum-Enhanced Support Vector Machine for Large-Scale Multi-class Stellar Classification KC Chen, X Xu, H Makhanov, HH Chung, CY Liu International Conference on Intelligent Computing, 155-168, 2024 | 7* | 2024 |
Quantum computing applications for flight trajectory optimization H Makhanov, K Setia, J Liu, V Gomez-Gonzalez, G Jenaro-Rabadan 2024 IEEE International Conference on Quantum Communications, Networking …, 2023 | 5 | 2023 |
Quantum-Enhanced Support Vector Machine KC Chen, X Xu, H Makhanov, HH Chung Advanced Intelligent Computing Technology and Applications, ICIC 2024, 155, 2024 | | 2024 |
Exploring the relationship between Deep Neural Networks and Neural Tangent Kernel via covariance manipulation H Makhanov The University of Texas at Austin, 2023 | | 2023 |