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cs.MS2021
Escaping the abstraction: a foreign function interface for the Unified Form Language [UFL]
Nacime Bouziani, David A. Ham
High level domain specific languages for the finite element method underpin high productivity programming environments for simulations based on partial differential equations (PDE)…
stat.ML2021★ 5 cited
Optimal Order Simple Regret for Gaussian Process Bandits
Sattar Vakili, Nacime Bouziani, Sepehr Jalali +2
Consider the sequential optimization of a continuous, possibly non-convex, and expensive to evaluate objective function . The problem can be cast as a Gaussian Process (GP) band…