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Jason Tyler Rolfe
Jason Tyler Rolfe
CTO, Variational AI
Verified email at variational.ai
Title
Cited by
Cited by
Year
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
9062018
Discrete variational autoencoders
JT Rolfe
arXiv preprint arXiv:1609.02200, 2016
3512016
Understanding deep architectures using a recursive convolutional network
D Eigen, J Rolfe, R Fergus, Y LeCun
arXiv preprint arXiv:1312.1847, 2013
1872013
Systems and methods for creating and using quantum Boltzmann machines
MHS Amin, E Andriyash, J Rolfe
US Patent 11,062,227, 2021
1122021
Discriminative recurrent sparse auto-encoders
JT Rolfe, Y LeCun
arXiv preprint arXiv:1301.3775, 2013
902013
Sampling from a set of spins with clamping
F Hamze, J King, E Andriyash, C McGeoch, J Raymond, J Rolfe, ...
US Patent 9,588,940, 2017
762017
Benchmarking quantum hardware for training of fully visible boltzmann machines
D Korenkevych, Y Xue, Z Bian, F Chudak, WG Macready, J Rolfe, ...
arXiv preprint arXiv:1611.04528, 2016
512016
Discrete variational auto-encoder systems and methods for machine learning using adiabatic quantum computers
J Rolfe, WG Macready, Z Bian, FA Chudak
US Patent 11,042,811, 2021
502021
All SMILES variational autoencoder
Z Alperstein, A Cherkasov, JT Rolfe
arXiv preprint arXiv:1905.13343, 2019
492019
Discrete variational auto-encoder systems and methods for machine learning using adiabatic quantum computers
J Rolfe
US Patent 11,157,817, 2021
472021
Systems and methods for training generative machine learning models
JT Rolfe, AH Khoshaman, A Vahdat, MH Amin, EA Andriyash, ...
US Patent App. 16/968,465, 2020
462020
Systems and methods for machine learning
WG Macready, F Hamze, FA Chudak, M Ranjbar, JR Raymond, JT Rolfe
US Patent 10,817,796, 2020
392020
Systems and methods for generative machine learning
JT Rolfe, KJ Kreis
US Patent App. 16/270,273, 2019
242019
Systems and methods for collaborative filtering with variational autoencoders
WG Macready, JT Rolfe
US Patent 11,586,915, 2023
212023
Systems, methods and apparatus for sampling from a sampling server
JT Rolfe, WG Macready, M Ranjbar, MM Nevisi
US Patent 11,481,669, 2022
142022
Systems and methods for machine learning using adiabatic quantum computers
J Rolfe, D Korenkevych, M Ranjbar, JR Raymond, WG Macready
US Patent 11,410,067, 2022
122022
Sampling from an analog processor
F Hamze, J King, E Andriyash, C McGeoch, J Raymond, J Rolfe, ...
US Patent 11,238,131, 2022
62022
Discriminative recurrent sparse auto-encoders: 1st international conference on learning representations, iclr 2013
JT Rolfe, Y LeCun
1st International Conference on Learning Representations, ICLR 2013, 2013
62013
All SMILES Variational Autoencoder for Molecular Property Prediction and Optimization
Z Alperstein, A Cherkasov, JT Rolfe
QSPR/QSAR Analysis Using SMILES and Quasi-SMILES, 85-115, 2023
42023
Discrete variational auto-encoder systems and methods for machine learning using adiabatic quantum computers
J Rolfe
US Patent App. 17/481,568, 2022
42022
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