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06/07/2023
Quantum Distance Calculation for ε-Graph Construction
In machine learning and particularly in topological data analysis, ϵ-gra...
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11/30/2021
On the challenges of using D-Wave computers to sample Boltzmann Random Variables
Sampling random variables following a Boltzmann distribution is an NP-ha...
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02/10/2021
Conditional Versus Adversarial Euler-based Generators For Time Series
We introduce new generative models for time series based on Euler discre...
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01/30/2020
Deep combinatorial optimisation for optimal stopping time problems and stochastic impulse control. Application to swing options pricing and fixed transaction costs options hedg
A new method for stochastic control based on neural networks and using r...
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09/20/2018