7 citations · 8 across the 3 of their papers we have counts for
3 papers
stat.AP2025
Efficient Bayesian Sampling with Langevin Birth-Death Dynamics
Alex Leviyev, Francesco Iacovelli, Aaron Zimmerman
Bayesian inference plays a central role in scientific and engineering applications by enabling principled reasoning under uncertainty. However, sampling from generic probability di…
stat.ML2022★ 7 cited
A stochastic Stein Variational Newton method
Alex Leviyev, Joshua Chen, Yifei Wang +2
Stein variational gradient descent (SVGD) is a general-purpose optimization-based sampling algorithm that has recently exploded in popularity, but is limited by two issues: it is k…
physics.optics2015★ 1 cited
Nonreciprocity and One-Way Topological Transitions in Hyperbolic Metamaterials
Alex Leviyev, Binyamin Stein, Tal Galfsky +4
Control of the electromagnetic waves in nano-scale structured materials is central to the development of next generation photonic circuits and devices. In this context, hyperbolic…