Reinforcement learning using quantum Boltzmann machines D Crawford, A Levit, N Ghadermarzy, JS Oberoi, P Ronagh arXiv preprint arXiv:1612.05695, 2016 | 114 | 2016 |
Free energy-based reinforcement learning using a quantum processor A Levit, D Crawford, N Ghadermarzy, JS Oberoi, E Zahedinejad, ... arXiv preprint arXiv:1706.00074, 2017 | 23 | 2017 |
The power of one qubit in machine learning R Ghobadi, JS Oberoi, E Zahedinejhad arXiv preprint arXiv:1905.01390, 2019 | 16 | 2019 |
Analog-quantum feature mapping for machine-learning applications M Noori, SS Vedaie, I Singh, D Crawford, JS Oberoi, BC Sanders, ... Physical Review Applied 14 (3), 034034, 2020 | 13 | 2020 |
Accelerating neural network ensemble learning using optimization and quantum annealing techniques A Jooya, B Keshavarz, N Dimopoulos, JS Oberoi Proceedings of the Second International Workshop on Post Moores Era …, 2017 | 9 | 2017 |
EDA-based joint power, subcarrier allocation and relay assignment scheme for multiuser relaying in OFDMA-based cognitive radio systems JS Oberoi, U Pareek, M Naeem, DC Lee 2011 5th International Conference on Signal Processing and Communication …, 2011 | 8 | 2011 |
Method and system for identifying at least one community in a dataset comprising a plurality of elements JS Oberoi, S Mukherjee, C Adolphs, E Zahedinejad, DJ Crawford US Patent App. 17/254,661, 2021 | 6 | 2021 |
Quantum multiple kernel learning SS Vedaie, M Noori, JS Oberoi, BC Sanders, E Zahedinejad arXiv preprint arXiv:2011.09694, 2020 | 5 | 2020 |
A quantum annealing-based approach to extreme clustering T Jaschek, M Bucyk, JS Oberoi Advances in Information and Communication: Proceedings of the 2020 Future of …, 2020 | 4 | 2020 |
Multi-community detection in signed graphs using quantum hardware E Zahedinejad, D Crawford, C Adolphs, JS Oberoi arXiv preprint arXiv:1901.04873, 2019 | 4 | 2019 |
Method and system for mapping a dataset from a Hilbert space of a given dimension to a Hilbert space of a different dimension SS Vedaie, E Zahedinejad, R Ghobadi, DJ Crawford, JS Oberoi, I Singh, ... US Patent 11,947,506, 2024 | 3 | 2024 |
Multiple global community detection in signed graphs E Zahedinejad, D Crawford, C Adolphs, JS Oberoi Proceedings of the Future Technologies Conference (FTC) 2019: Volume 1, 688-707, 2020 | 3 | 2020 |
Base station and relay station broadband network planning using immune quantum evolutionary algorithm HM Ali, JS Oberoi, J Liu, D Lee 2013 IEEE 78th Vehicular Technology Conference (VTC Fall), 1-6, 2013 | 3 | 2013 |
Adiabatic quantum kitchen sinks for learning kernels using randomized features M Noori, SS Vedaie, I Singh, D Crawford, JS Oberoi, BC Sanders, ... arXiv preprint arXiv:1909.08131, 2019 | 2 | 2019 |
Free Energy-Based Reinforcement Learning Using Quantum Monte Carlo and Quantum Annealing P Ronagh, A Levit, D Crawford, N Ghadermarzy, J Oberoi, E Zahedinejad APS March Meeting Abstracts 2018, P34. 010, 2018 | 2 | 2018 |
Method and system for displaying data representative of a large dataset J Oberoi, A Wallace US Patent 11,216,465, 2022 | | 2022 |
Method and system for performing real-time analytics on a plurality of data streams J Oberoi, M Dadashikelayeh, H Alghassi, A Zaribafiyan US Patent 11,100,191, 2021 | | 2021 |
Method and system for estimating trace operator for a machine learning task R Ghobadi, JS Oberoi, E Zahedinejad US Patent App. 16/864,950, 2020 | | 2020 |
Quantum Multiple Kernel Learning S Shakib Vedaie, M Noori, JS Oberoi, BC Sanders, E Zahedinejad arXiv e-prints, arXiv: 2011.09694, 2020 | | 2020 |
The Power of One Qubit in Machine Learning EZ Roohollah Ghobadi, Jaspreet S. Oberoi https://arxiv.org/abs/1905.01390, 2019 | | 2019 |