Seminar: Generative training of quantum Boltzmann machines with hidden units
Event Start:
2019-09-13T11:00:00
Event End:
2019-09-13T12:00:00
Event Information:
We provide the first method for fully quantum generative training of quantum Boltzmann machines with both visible and hidden units while using quantum relative entropy as an objective. This is significant because prior methods were not able to do so due to mathematical challenges posed by the gradient evaluation. We present two novel methods for solving this problem.
Event Location:
BRIM 311
Speaker:
Nathan Wiebe, University of Washington
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Event Start:
2019-09-13T11:00:00
Event End:
2019-09-13T12:00:00
Seminar: Generative training of quantum Boltzmann machines with hidden units
Event Information:
We provide the first method for fully quantum generative training of quantum Boltzmann machines with both visible and hidden units while using quantum relative entropy as an objective. This is significant because prior methods were not able to do so due to mathematical challenges posed by the gradient evaluation. We present two novel methods for solving this problem.
Event Location:
BRIM 311