We propose Continuous-exploratory Discrete Langevin Sampler (cDLS), a hybrid gradient-based sampler for discrete distributions. cDLS exploits the gradient information to explore the continuous space ...
Abstract: Discrete Gaussian samplers are used to sample integers from a discrete Gaussian distribution. Since this functionality is used in operations such as key generation, signing, or key ...
The 425-D Deep Sampling Discrete Interval Sampler from Solinst is a remarkable instrument designed to obtain representative groundwater samples from specific zones, all without the need for the ...
With the surge of the powerful quantum computer, lattice-based cryptography proliferated the latest cryptography hardware implementation due to its resistance against quantum computers. Among the ...
Sampling from probability distributions with known density functions (up to normalization) is a fundamental challenge across various scientific domains. From Bayesian uncertainty quantification to ...
Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana ...
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